{"id":"W4386114745","doi":"10.7202/1103875ar","title":"Liminaire","year":2023,"lang":"fr","type":"article","venue":"Tangence","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00008485004,0.0001056242,0.0001202754,0.00006668344,0.0004310197,0.00008085812,0.0001454022,0.00004439166,0.0113327],"category_scores_gemma":[0.00002303443,0.00009750127,0.00009050919,0.0001880432,0.0002704506,0.0002126852,0.0000418348,0.0001048829,0.01668842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425671,"about_ca_system_score_gemma":0.00002028166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008349303,"about_ca_topic_score_gemma":0.0001096736,"domain_scores_codex":[0.9992369,0.00003659491,0.0001435479,0.0001720617,0.0001351882,0.0002757399],"domain_scores_gemma":[0.9996173,0.00006784314,0.00003215048,0.0001549161,0.00003924584,0.00008858958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004862861,0.00004281626,0.00007415772,0.0000967522,0.00002151978,0.0001627269,0.01696879,0.000006522696,0.00001528631,0.5015249,0.431015,0.05006666],"study_design_scores_gemma":[0.00003282011,0.00006330108,0.0002689073,0.00007021887,0.00003380673,0.000002723677,0.0007723139,0.0002868513,0.00001868319,0.002096942,0.9962145,0.0001389018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02954699,0.0595876,0.00002424594,0.01819751,0.006661946,0.0001033082,0.0001894559,0.0003744824,0.8853145],"genre_scores_gemma":[0.1509805,0.001060691,0.00001766937,0.0003252176,0.001870261,0.000007877935,0.00001557551,0.00001114528,0.8457111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5651996,"threshold_uncertainty_score":0.9895711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05866871254711362,"score_gpt":0.2554426426294456,"score_spread":0.196773930082332,"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."}}