{"id":"W4314434033","doi":"10.3828/cfc.2022.26","title":"Reviews","year":2022,"lang":"en","type":"article","venue":"Contemporary French Civilization","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001115593,0.0001701846,0.0002559708,0.0002180912,0.0004057128,0.0000333445,0.0003341726,0.00002872246,0.004496961],"category_scores_gemma":[0.0002131048,0.0001851754,0.00009701231,0.001074146,0.00004178132,0.0004109089,0.0001999557,0.0001877893,0.001464861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001940809,"about_ca_system_score_gemma":0.000160828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007728419,"about_ca_topic_score_gemma":0.00003695376,"domain_scores_codex":[0.9978883,0.000622418,0.0004873733,0.000378544,0.0004211894,0.0002021746],"domain_scores_gemma":[0.9989889,0.00003902946,0.0003092377,0.0005087577,0.00006818893,0.00008584963],"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":[0.00001377892,0.0001645413,0.02392902,0.00004082562,0.00001302821,0.00001270112,0.000586172,0.0002483841,0.004484897,0.00286137,0.9652451,0.002400143],"study_design_scores_gemma":[0.0004558213,0.0000959949,0.003589628,0.00002047419,0.000008411565,0.000009895801,0.00006744027,0.001734967,0.0001603695,0.0008465448,0.9927863,0.0002241522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04413653,0.1688167,0.02362407,0.001020884,0.003808097,0.006003474,0.0006337004,0.002415956,0.7495406],"genre_scores_gemma":[0.9907904,0.00006595998,0.0001663775,0.0004870839,0.0001069307,0.0004769913,0.001073106,0.00006712994,0.006765997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9466539,"threshold_uncertainty_score":0.9993126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0733172914509476,"score_gpt":0.2731573802275259,"score_spread":0.1998400887765783,"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."}}