{"id":"W4390890846","doi":"10.18162/fp.2023.a311","title":"Moisan, S., Hirsch, S., Éthier, M.-A., Lefrançois, D. (dir.) (2022). Objets difficiles. Thèmes sensibles et enseignement des sciences humaines et sociales. Montréal, Québec. Fides","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Fides; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002594859,0.0005035186,0.0005697399,0.0006088123,0.007107635,0.0009104361,0.0003171793,0.000246314,0.001732789],"category_scores_gemma":[0.0003731155,0.0004103383,0.0003164575,0.0004321171,0.002107226,0.001432992,0.0003359293,0.000474634,0.0003509395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487759,"about_ca_system_score_gemma":0.001061569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06547134,"about_ca_topic_score_gemma":0.1929581,"domain_scores_codex":[0.9959607,0.0007792843,0.001032159,0.0004896897,0.0009869708,0.000751255],"domain_scores_gemma":[0.9978293,0.0004045142,0.0006518931,0.00034376,0.0006110818,0.0001595219],"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":[0.0000203725,0.0003358439,0.0003451659,0.0006444738,0.0001247272,0.00001891104,0.06721029,0.001020175,0.0003778488,0.6417412,0.2844664,0.003694688],"study_design_scores_gemma":[0.001699142,0.0005012001,0.003972337,0.003057492,0.0005974363,0.000009607531,0.1940117,0.02352494,0.0009241151,0.1427305,0.6274621,0.00150938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4855534,0.1366014,0.001498458,0.09321865,0.006779391,0.001989643,0.001226791,0.001249554,0.2718827],"genre_scores_gemma":[0.9261965,0.01534432,0.0004373007,0.001767623,0.001003652,0.00007691942,0.0009516214,0.00006299328,0.05415908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990106,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879723251529687,"score_gpt":0.3344250524622216,"score_spread":0.2656278199469247,"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."}}