{"id":"W4414215624","doi":"","title":"Rémire-Montjoly : Loyola","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Notice; Work (physics); Term (time); Mixing (physics)","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004408282,0.0006711699,0.0008056249,0.0003919409,0.00118898,0.001502106,0.001141924,0.0004322627,0.006840193],"category_scores_gemma":[0.0009742118,0.0006400677,0.0007742455,0.0004052197,0.0009032956,0.0003960137,0.0005771318,0.001204063,0.001830676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004606369,"about_ca_system_score_gemma":0.0007347403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335904,"about_ca_topic_score_gemma":0.008276808,"domain_scores_codex":[0.9924772,0.003802477,0.001140225,0.001098372,0.0008467208,0.0006349558],"domain_scores_gemma":[0.9924981,0.001670845,0.0005640836,0.001767212,0.003110623,0.0003891192],"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":[0.000009430719,0.0007089996,0.0001599404,0.0008889428,0.0003544393,0.0001059108,0.03797758,0.000002621768,0.0001891546,0.7849337,0.07746664,0.09720258],"study_design_scores_gemma":[0.0001693309,8.834804e-7,0.0000765341,0.003848129,0.0003445838,0.00003253204,0.0002641345,0.0006595994,0.0009813793,0.005008728,0.9879333,0.0006808223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004206984,0.05115858,0.002637838,0.01614175,0.00223402,0.0003181309,0.0003567971,0.0003621712,0.9225837],"genre_scores_gemma":[0.08039986,0.003890721,0.001345317,0.000179661,0.0004675419,0.00006337555,0.0009181884,0.0001166799,0.9126186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9104667,"threshold_uncertainty_score":0.9996051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783130509867462,"score_gpt":0.2353085205503053,"score_spread":0.2074772154516306,"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."}}