{"id":"W4362471881","doi":"10.1099/ijsem.0.005797","title":"Judicial Opinion 128","year":2023,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Patient Safety Institute; Northumbria University","keywords":"Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01082213,0.001006427,0.001865026,0.001644746,0.0127998,0.01138203,0.004940915,0.05281831,0.07978369],"category_scores_gemma":[0.06093641,0.001334463,0.001934518,0.001889054,0.0049678,0.006267363,0.00456601,0.03160028,0.0473125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009062395,"about_ca_system_score_gemma":0.01685042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0297558,"about_ca_topic_score_gemma":0.03231314,"domain_scores_codex":[0.984978,0.002096513,0.001126269,0.002718847,0.005032732,0.004047699],"domain_scores_gemma":[0.9786486,0.007057032,0.000895797,0.001647296,0.01045347,0.001297825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003261964,0.00004131165,0.0002378013,0.00005796609,0.000008419907,0.0003929142,0.000254772,0.00005554972,0.0001732693,0.08203832,0.9087469,0.007960152],"study_design_scores_gemma":[0.00003587186,0.00002226421,0.0004388814,0.0002652164,0.00001310109,0.0001153703,0.0002412125,0.0001677266,0.0001191135,0.00955466,0.9889947,0.00003182331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002785048,0.003980089,0.001030183,0.5227981,0.0483691,0.0003636334,0.001113215,0.0001963236,0.4193643],"genre_scores_gemma":[0.01815596,0.001444938,0.0008738528,0.5692528,0.01442414,0.0005008467,0.0003746685,0.0001190262,0.3948537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07978369,"threshold_uncertainty_score":0.266903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790886765380382,"score_gpt":0.3075802400205613,"score_spread":0.2796713723667574,"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."}}