{"id":"W4285098096","doi":"10.1016/j.chom.2022.06.002","title":"A bacterial record collection","year":2022,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"","keywords":"Biology; Computational biology; Evolutionary biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001849574,0.001047176,0.001202676,0.01443699,0.003258453,0.006371179,0.001313885,0.001195951,0.4913514],"category_scores_gemma":[0.01309842,0.0006516579,0.0006273713,0.01594807,0.0005887477,0.003350645,0.003125628,0.001711962,0.6130901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053786,"about_ca_system_score_gemma":0.006991675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028543,"about_ca_topic_score_gemma":0.01141954,"domain_scores_codex":[0.9974759,0.0002595106,0.0003047177,0.0002413658,0.001522676,0.0001958459],"domain_scores_gemma":[0.9877455,0.001295017,0.0006781385,0.002310385,0.006497717,0.001473311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004889363,0.00002842244,0.0002836332,0.0002245787,0.000003346544,0.00003506187,0.0000497492,0.00003286848,0.0007667213,0.002456032,0.9304612,0.06560955],"study_design_scores_gemma":[0.000004263313,0.000007724279,0.0004553099,0.00007940848,0.000002851067,0.00003461865,0.00005568604,0.00004956065,0.0002947748,0.0004759021,0.9985317,0.000008232513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00198096,0.003340599,0.007014946,0.00554207,0.005886268,0.001160591,0.4187257,0.007890147,0.5484587],"genre_scores_gemma":[0.004308449,0.005301944,0.008380454,0.001173993,0.00111949,0.0005546957,0.2692354,0.002245143,0.7076805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4913514,"threshold_uncertainty_score":0.7255255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00625870609791987,"score_gpt":0.1965933233915138,"score_spread":0.1903346172935939,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}