{"id":"W4307804629","doi":"10.53967/cje-rce.5143","title":"Analyse de l’agentivité transformatrice dans une activité de robotique pédagogique impliquant la résolution collaborative de problèmes","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","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":[0.005400778,0.0006322589,0.0004802808,0.001327396,0.001965594,0.005780932,0.00125607,0.001594126,0.008702865],"category_scores_gemma":[0.01648238,0.0003630973,0.0006796728,0.001043465,0.006039299,0.003664067,0.002920593,0.002270391,0.001048549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003998631,"about_ca_system_score_gemma":0.005116165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006532416,"about_ca_topic_score_gemma":0.00652803,"domain_scores_codex":[0.9934641,0.003615796,0.0002060931,0.0007791027,0.001574277,0.0003606472],"domain_scores_gemma":[0.9870147,0.00957629,0.0007785754,0.000874561,0.001320485,0.0004353899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000162281,0.0004061559,0.01630798,0.001256826,0.00008117364,0.0009259898,0.2189498,0.006098887,0.01182243,0.4763823,0.004363163,0.2632431],"study_design_scores_gemma":[0.0001173231,0.0005355038,0.04419474,0.001963666,0.0002023044,0.00189422,0.2004413,0.04452821,0.0223025,0.2701871,0.4134135,0.0002195652],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2795918,0.002709329,0.4234266,0.00743224,0.0002292823,0.0005931429,0.000120163,0.000399149,0.2854983],"genre_scores_gemma":[0.8832338,0.001591827,0.07749017,0.0004098417,0.00003971785,0.0003614578,0.0001004382,0.0001097342,0.03666311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008702865,"threshold_uncertainty_score":0.02911401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05259411822322192,"score_gpt":0.3659254861667516,"score_spread":0.3133313679435297,"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."}}