{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004718647,0.00002928918,0.000124442,0.000007697474,0.00001266081,0.000006500853,0.00001309577,0.00001454226,0.001992806],"category_scores_gemma":[0.00006167238,0.00002165449,0.00007381602,0.0001246761,0.000005748725,0.00001542818,0.000009189022,0.00004998206,0.0001509371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004685927,"about_ca_system_score_gemma":0.00002661075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001072982,"about_ca_topic_score_gemma":9.765042e-7,"domain_scores_codex":[0.9997175,0.00001113098,0.0000711122,0.00007745878,0.00006453723,0.00005830465],"domain_scores_gemma":[0.9996943,0.000006460848,0.000007388248,0.0001668979,0.00008529431,0.00003964032],"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":[0.00000515194,0.0001641223,0.001125556,0.002343707,0.000138535,0.0006429357,0.0001343492,2.303518e-8,0.007717905,0.009316377,0.9549106,0.02350075],"study_design_scores_gemma":[0.0001246203,0.00001319617,0.0005969765,0.0009768872,0.0001685472,0.00006888981,0.0000227128,0.000002622027,0.001728359,0.0000988469,0.9961675,0.00003085654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004951548,0.6097413,0.00006668238,0.0254741,0.0001097549,0.0000913878,0.00000425514,0.00003972923,0.3595212],"genre_scores_gemma":[0.6415832,0.04131278,0.001782049,0.1990492,0.0006595931,0.00001511878,0.0001980334,0.00002046921,0.1153795],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6366316,"threshold_uncertainty_score":0.9989195,"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."}}