{"id":"W7163327289","doi":"10.5281/zenodo.20528701","title":"Vous avez dit... partenariat? Travailler ensemble pour former la relève enseignante.","year":2020,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Subject (documents); Ridiculous; Context (archaeology); Action (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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002346388,0.0003996338,0.0004413657,0.0001973549,0.01075367,0.002141268,0.00168625,0.0002812532,0.03482707],"category_scores_gemma":[0.003372924,0.0004107609,0.0001858479,0.001813563,0.0006651095,0.0007128587,0.00201231,0.0009855472,0.02324438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774063,"about_ca_system_score_gemma":0.00006286598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806802,"about_ca_topic_score_gemma":0.000004805252,"domain_scores_codex":[0.9930367,0.003203695,0.0006346876,0.001009837,0.001131379,0.0009836905],"domain_scores_gemma":[0.9969497,0.0001615474,0.0003417455,0.0005029271,0.001233635,0.0008104639],"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":[0.0003362706,0.0004098711,0.000006529531,0.00009400007,0.0001240486,0.00007714368,0.1563116,0.00006508469,0.01006173,0.0138246,0.6626084,0.1560808],"study_design_scores_gemma":[0.001013542,0.0007201325,0.0001802255,0.00009544848,0.00005861657,0.00003276013,0.01923078,0.002163352,0.0003304086,0.000419133,0.9752678,0.000487865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05549382,0.0007142518,0.01036298,0.03241542,0.000598682,0.001575479,0.0005108112,0.001782365,0.8965462],"genre_scores_gemma":[0.9885904,0.001030651,0.000202156,0.0009351362,0.0009515908,8.316145e-8,0.0003732476,0.001550666,0.006366074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9330966,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05046039781665512,"score_gpt":0.2743655810112609,"score_spread":0.2239051831946057,"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."}}