{"id":"W4366515988","doi":"10.7202/1098134ar","title":"Mobiliser des traces du travail réel en formation : la photographie adressée","year":2023,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003099709,0.0006921043,0.0003492527,0.002294417,0.006875138,0.008714519,0.001340607,0.001909548,0.01903472],"category_scores_gemma":[0.008347833,0.0004356524,0.0005498708,0.001433241,0.01118201,0.008975515,0.00779606,0.002907641,0.00273699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288811,"about_ca_system_score_gemma":0.004179413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009972402,"about_ca_topic_score_gemma":0.01781658,"domain_scores_codex":[0.997038,0.001821796,0.00006049244,0.0003466931,0.0004973246,0.0002356818],"domain_scores_gemma":[0.9955042,0.002501966,0.0003189695,0.000806354,0.0005123917,0.0003560391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009689246,0.00005344372,0.003057588,0.0003021757,0.00001492401,0.0007971186,0.6331969,0.0002485559,0.003673333,0.277108,0.007023812,0.07442714],"study_design_scores_gemma":[0.00002675083,0.0001084831,0.004422836,0.0008314025,0.00003529961,0.0009409905,0.331811,0.0007915829,0.004506222,0.04104727,0.6154103,0.00006796434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2510263,0.00352849,0.1218367,0.01373638,0.001026228,0.0005277785,0.0003739018,0.0006453582,0.6072989],"genre_scores_gemma":[0.8356071,0.00155648,0.03663317,0.0006920627,0.0001356244,0.0003123038,0.0001495657,0.0003718928,0.1245416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01903472,"threshold_uncertainty_score":0.06367749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2988389922612418,"score_gpt":0.4818057105758803,"score_spread":0.1829667183146386,"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."}}