imagine-ai-data-package / cleanup_log.json
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Data package v0.2 (builder commit 20e0c55)
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{
"1_nfix_rebuild": {
"wp3_invalid_negative": 41,
"wp3_invalid_verdicts": 41,
"wp3_verdicts_unmatched": 0,
"misread_cn_ratio_cell": 481,
"gene_count_misread_as_phenotype": 18,
"hand_read_rows": 6,
"usable_rows_without_species_taxid": 4082,
"not_a_single_microbial_species": 208,
"species_v01_usable": 551,
"species_v02_usable": 475,
"v02_fixers": 440,
"v02_nonfixers": 35,
"added": 12,
"withdrawn": 88,
"flipped": 0,
"restored_from_conflicted": 12
},
"9_evidence_tiers": {
"n_free_growth_without_verified_control": 10
},
"licence": {
"nfixdb_genotype_rows_left_out": 2471
},
"11_duplicates": {
"genome_rows_v01": 14966,
"duplicate_accession_rows_removed": 449,
"strains_with_several_genomes": 0,
"genome_rows_v02": 14517,
"representative_rule": "CheckM2 (else NCBI CheckM) completeness, contamination, contigs, N50"
},
"2_targets": {
"genomes_with_protein_fasta": 14429,
"nitrogenase_carrier_true": 1063,
"nitrogenase_carrier_false": 13366,
"nitrogenase_unknown": 88,
"methods_disagree": 25,
"method": "NCBIfam nitrogen-fixation HMMs at trusted cutoffs (nifH plus nifD+K, vnfD+K or anfD+K); PGAP product names (scripts/poc_set/nif.py) as a second call; the HMM call wins where both exist"
},
"7_taxonomy": {
"genomes_in_gtdb": 14039,
"genomes_not_in_gtdb": 478,
"gtdb_species_clusters": 13175,
"gtdb_release": "v232",
"synonyms": "NCBI names.dmp synonyms only; LPSN not added (needs an LPSN account)"
},
"3_veto": {
"genomes_with_species_label": 322,
"fixer_label_vetoed_no_nitrogenase": 157,
"nonfixer_label_on_carrier_kept_flagged": 0,
"nitrogenase_unknown": 2,
"phenotype_label_1": 143,
"phenotype_label_0": 22
},
"4_strain_tier": {
"nfix_genomes_strain_tier": 25,
"nfix_genomes_species_tier": 297,
"strain_tier_disagrees_with_species": 0,
"strain_trait_rows": 126085,
"strains": 29754,
"strains_with_own_genome": 11869
},
"5_conflicts": {
"strains_conflicting_gram": 29,
"strains_conflicting_motility": 79,
"strains_conflicting_spore": 5,
"strains_conflicting_oxygen": 1196,
"strains_conflicting_shape": 208,
"species_consensus_coverage": {
"gram": {
"species_with_value_v01": 11709,
"species_with_value_v02": 11709,
"v02_values_flagged_may_include_predicted": 2009
},
"shape": {
"species_with_value_v01": 9459,
"species_with_value_v02": 9459,
"v02_values_flagged_may_include_predicted": 1638
},
"motility": {
"species_with_value_v01": 9509,
"species_with_value_v02": 9509,
"v02_values_flagged_may_include_predicted": 1609
},
"spore": {
"species_with_value_v01": 6869,
"species_with_value_v02": 6869,
"v02_values_flagged_may_include_predicted": 2024
},
"oxygen": {
"species_with_value_v01": 9818,
"species_with_value_v02": 9818,
"v02_values_flagged_may_include_predicted": 0
}
},
"rule": "strict consensus unchanged (all sources agree); <trait>_modal and <trait>_agreement added; values whose Madin sources include ProTraits count and are flagged <trait>_may_include_predicted; FAPROTAX rows do not count"
},
"6_vocabulary": {
"unmapped_values_set_other": 74,
"mapping": {
"gram": {
"positive": "positive",
"negative": "negative",
"variable": "variable"
},
"motility": {
"yes": "motile",
"no": "nonmotile"
},
"spore": {
"yes": "yes",
"no": "no"
},
"oxygen": {
"aerobe": "aerobic",
"obligate aerobe": "aerobic",
"anaerobe": "anaerobic",
"obligate anaerobe": "anaerobic",
"facultative anaerobe": "facultative",
"facultative aerobe": "facultative",
"microaerophile": "microaerophilic",
"aerotolerant": "anaerobic",
"microaerotolerant": "microaerophilic"
},
"shape": {
"rod-shaped": "rod",
"coccus-shaped": "coccus",
"sphere-shaped": "coccus",
"diplococcus-shaped": "coccus",
"oval-shaped": "coccobacillus",
"ovoid-shaped": "coccobacillus",
"ellipsoidal": "coccobacillus",
"filament-shaped": "filament",
"curved-shaped": "vibrio",
"vibrio-shaped": "vibrio",
"crescent-shaped": "vibrio",
"spiral-shaped": "spiral",
"helical-shaped": "spiral",
"pleomorphic-shaped": "pleomorphic"
}
},
"bacdive_cultivation_temperature_rows_relabelled": 10062,
"bacdive_optimum_species_added": 3267
},
"8_provenance": {
"curated": 133043,
"curated_may_include_predicted": 10818,
"culture_condition": 10062,
"text_mined": 6020,
"predicted": 4826
},
"10_growth_rates": {
"rows": 1004,
"flagged_implausible": 1,
"unit": "specific growth rate per hour; doubling_time_h = ln 2 / mu",
"conditions": "medium and temperature are not recorded by Madin or the \u00b5GrowthDB summary; v0.1's 'standard medium' was an assumption and is now marked as one",
"quarantined_umol_nitrogenase_rates": "not in the package (no nitrogenase-rate table yet)"
},
"12_label_noise": {
"sample_rows": 677,
"status": "drawn; hand adjudication pending",
"file": "data/qc/v0.2_label_audit_sample.csv"
}
}