{"id":"W4367158873","doi":"10.7202/1081341ar","title":"Commentaires/Comments","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Psychology; Computer science","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":[0.00001932796,0.00007086692,0.00008078969,0.000006901292,0.0002219864,0.000297892,0.00007954307,0.00002775468,0.01545066],"category_scores_gemma":[0.000008306508,0.00005399678,0.00006561945,0.00001850528,0.00005389973,0.0002024334,0.00005052987,0.000100249,0.001241043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713663,"about_ca_system_score_gemma":0.00000689632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007208392,"about_ca_topic_score_gemma":0.002399621,"domain_scores_codex":[0.9995925,0.00001782838,0.00008065033,0.0001060952,0.00009044111,0.000112502],"domain_scores_gemma":[0.9997472,0.000004158236,0.00002019905,0.0001078909,0.00008079041,0.00003975725],"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":[0.000002089003,0.00007600387,0.0002263966,0.00001790549,0.00002915621,0.00003456076,0.06897924,1.299774e-7,0.0008101336,0.1831246,0.7462458,0.0004540008],"study_design_scores_gemma":[0.0001722633,0.00000806662,0.0001520229,0.00001625338,0.00001203479,0.000005231138,0.01871476,9.790704e-7,0.0007189973,0.001546911,0.9785647,0.00008774793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1402725,0.001593278,0.000003396345,0.01384409,0.001486366,0.0001072669,0.0000790797,0.0001246786,0.8424893],"genre_scores_gemma":[0.5554724,0.00006954784,0.00006183042,0.006614662,0.0008660717,0.000003631487,0.000158204,0.00000897779,0.4367447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4151999,"threshold_uncertainty_score":0.9995366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05485433877284048,"score_gpt":0.2596501451840932,"score_spread":0.2047958064112528,"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."}}