{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956393,0.0001168952,0.0003553432,0.0005369744,0.0001253586,0.00002176138,0.000286655,0.0001573404,0.0003909158],"category_scores_gemma":[0.0002729117,0.00009075201,0.0001465957,0.0001685539,0.0002088729,0.0001243927,0.000131652,0.0001932447,0.0007367472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008456162,"about_ca_system_score_gemma":0.0001169202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003348788,"about_ca_topic_score_gemma":0.00000277657,"domain_scores_codex":[0.9986274,0.0002798798,0.0006632702,0.0001406375,0.00004529017,0.0002434915],"domain_scores_gemma":[0.9987912,0.0002557528,0.000322527,0.0000995813,0.0004911497,0.00003979145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003489883,0.0002085616,0.002566681,0.001526031,0.001379244,0.00008181435,0.0004639931,0.00006655057,0.8914956,0.005132021,0.09631029,0.0004202274],"study_design_scores_gemma":[0.03865845,0.005917473,0.07679926,0.04770365,0.00151413,0.2276796,0.01805478,0.0006489005,0.04128514,0.03899014,0.4985021,0.004246362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666753,0.01564918,0.0008663294,0.002707754,0.01264471,0.0005223666,0.0002383136,0.0000951157,0.0006008754],"genre_scores_gemma":[0.9977573,0.0009610074,0.00005443451,0.00009145994,0.0002700483,0.000009364482,0.0001287457,0.000009416771,0.0007182933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8502105,"threshold_uncertainty_score":0.946964,"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."}}