{"id":"W3151673459","doi":"10.1522/rhe.v4i5.857","title":"Favoriser les liens cours-stages Défis et savoirs émergeant de discussions entre stagiaires et acteurs des milieux scolaire et universitaire dans le cadre d’un dispositif de coformation intermodulaire en enseignement","year":2021,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Sociology; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":[],"category_scores_codex":[0.003370782,0.0003394032,0.0003215623,0.0001409336,0.001891872,0.000189285,0.0003622538,0.0002859579,0.0001803077],"category_scores_gemma":[0.00134542,0.0003902536,0.0002320281,0.0004911331,0.0008949484,0.001122575,0.0001038038,0.0005444014,0.00001808653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675638,"about_ca_system_score_gemma":0.004849915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201948,"about_ca_topic_score_gemma":0.01360817,"domain_scores_codex":[0.9935485,0.00437505,0.0004968852,0.0005229163,0.0003248328,0.0007317931],"domain_scores_gemma":[0.9973617,0.001145446,0.0003755946,0.0003413406,0.0004401639,0.0003357489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001243814,0.0006296426,0.05724308,0.0002909421,0.000157782,0.0000241119,0.807645,0.001645834,0.001538561,0.107094,0.003987746,0.01973082],"study_design_scores_gemma":[0.0002719653,0.00005571352,0.2801943,0.000879764,0.0001787276,0.00007138537,0.7063255,0.0006019551,0.001039461,0.004056999,0.005965372,0.000358947],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872267,0.001646232,0.01188614,0.1099152,0.001281818,0.0003454147,0.0002449401,0.00009378182,0.002319407],"genre_scores_gemma":[0.9782338,0.008560973,0.005048302,0.0007999571,0.0005922526,0.00006651223,0.001151102,0.00004883343,0.005498254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229512,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327321108174836,"score_gpt":0.368666033343017,"score_spread":0.2953928222612686,"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."}}