{"id":"W4399301499","doi":"10.1515/kl-2024-0020","title":"Review Essay","year":2024,"lang":"en","type":"article","venue":"Kritikon Litterarum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","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":[0.0005857004,0.0002246457,0.0002802906,0.000138484,0.0000613273,0.0002107713,0.0002686483,0.00006149212,0.002862412],"category_scores_gemma":[0.00007844254,0.0002025968,0.0001842532,0.0006878657,0.00006034073,0.0004576073,0.00008551402,0.0002964601,0.06985099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419359,"about_ca_system_score_gemma":0.00009458978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001652363,"about_ca_topic_score_gemma":0.000003498811,"domain_scores_codex":[0.99828,0.0001425363,0.0003452738,0.0004826111,0.0002954876,0.0004540271],"domain_scores_gemma":[0.9991553,0.00009519357,0.00002772561,0.0005318335,0.00004785698,0.0001420826],"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":[0.000003424566,0.0000345207,0.0000604804,0.00404501,0.00003967359,0.0002094913,0.0001050494,1.889983e-7,0.001836225,0.02373109,0.9323463,0.03758848],"study_design_scores_gemma":[0.00009445447,0.00002519572,0.0001379328,0.01032728,0.00005702904,0.0001241724,0.000005382785,0.00009082554,0.0006471062,0.003405848,0.9848261,0.0002586618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002246338,0.7234253,0.000114959,0.01812925,0.001519229,0.0006104953,0.0002569497,0.002460896,0.2512366],"genre_scores_gemma":[0.8468054,0.02937275,0.001411385,0.0643588,0.0033007,0.000537789,0.0005083909,0.0008325106,0.05287226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8445591,"threshold_uncertainty_score":0.9980491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692365613624765,"score_gpt":0.3036684160021056,"score_spread":0.286744759865858,"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."}}