{"id":"W4230226496","doi":"10.5325/style.55.2.0302","title":"Review","year":2021,"lang":"en","type":"article","venue":"Style","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001550795,0.0008698741,0.001335131,0.00288274,0.001197207,0.005650325,0.002630873,0.003373486,0.3370303],"category_scores_gemma":[0.01034393,0.0003362302,0.001028263,0.002937364,0.0007425928,0.00396677,0.002734863,0.002582338,0.205357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093764,"about_ca_system_score_gemma":0.006953305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382646,"about_ca_topic_score_gemma":0.0026464,"domain_scores_codex":[0.9981565,0.000413339,0.0002588512,0.0003235816,0.0006726695,0.0001751749],"domain_scores_gemma":[0.9966289,0.0008191163,0.0002643727,0.0003199637,0.001533471,0.0004342216],"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":[0.00008246812,0.00003993256,0.0002344115,0.006579944,0.00004956572,0.0002875142,0.0001822784,0.00007628975,0.0001970046,0.009176431,0.7086346,0.2744596],"study_design_scores_gemma":[0.000009147177,0.00001093482,0.0001650577,0.002066159,0.00001675697,0.0002586991,0.0000658168,0.000009740268,0.00003645935,0.001314138,0.9960425,0.00000470434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001256303,0.4051123,0.003334439,0.04852528,0.05162195,0.0007703861,0.01091888,0.001120004,0.4773404],"genre_scores_gemma":[0.01409171,0.4913769,0.00480574,0.04585144,0.0201144,0.000891063,0.01496995,0.0008840667,0.4070148],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6629697,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124331238400622,"score_gpt":0.3076341455160271,"score_spread":0.2952010216759649,"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."}}