{"id":"W2910721699","doi":"10.7202/1074716ar","title":"Quels apprentissages peut-on lire dans les traités de peinture médiévaux ?","year":2021,"lang":"fr","type":"article","venue":"Topiques études satoriennes","topic":"Death, Funerary Practices, and Mourning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009132589,0.0004852596,0.0005161679,0.0000797896,0.001204409,0.0004945866,0.0005490797,0.0006215215,0.001421577],"category_scores_gemma":[0.000681743,0.0005106683,0.000331276,0.0004952966,0.0005544628,0.001137553,0.0001495622,0.0008523094,0.00008200962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570969,"about_ca_system_score_gemma":0.0009076026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535194,"about_ca_topic_score_gemma":0.00962792,"domain_scores_codex":[0.9958526,0.001268892,0.0004365013,0.0007950704,0.0006269637,0.001019973],"domain_scores_gemma":[0.9978206,0.0007180633,0.0002879585,0.000476756,0.0002706654,0.0004260057],"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":[0.00003743408,0.000432284,0.009104503,0.0002107636,0.0001814811,0.0005647157,0.09041539,0.00005072843,0.002459867,0.6884338,0.002287273,0.2058217],"study_design_scores_gemma":[0.0002966509,0.0002068702,0.003281018,0.0004115014,0.0002059818,0.0001018808,0.0271489,0.0000478049,0.005288883,0.005138111,0.9572632,0.0006092165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7203168,0.02808191,0.0003079894,0.01624857,0.004298618,0.0002608951,0.0000539332,0.0003262959,0.230105],"genre_scores_gemma":[0.7633486,0.008821615,0.002084933,0.0006999604,0.00343654,0.00003817074,0.000032808,0.00006316091,0.2214741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9549759,"threshold_uncertainty_score":0.9997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280596912761485,"score_gpt":0.3547578856390504,"score_spread":0.2819519165114356,"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."}}