{"id":"W3200887999","doi":"10.7202/1079073ar","title":"La résolution de problèmes complexes","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; 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":[0.03044062,0.001411819,0.001996999,0.003751986,0.01224099,0.01567935,0.005668712,0.009485758,0.02305817],"category_scores_gemma":[0.08248778,0.0009283331,0.001809729,0.004690674,0.02250941,0.02153317,0.01505665,0.01067017,0.002283089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01411656,"about_ca_system_score_gemma":0.01597247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406263,"about_ca_topic_score_gemma":0.01254962,"domain_scores_codex":[0.9630324,0.01966,0.001971661,0.005696803,0.006405173,0.003234092],"domain_scores_gemma":[0.9394179,0.03407342,0.005549732,0.006886548,0.01179026,0.002282141],"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":[0.00004275225,0.00006341736,0.002566593,0.0006018294,0.0000644973,0.001402131,0.02747844,0.00140773,0.0002695452,0.8922905,0.02523722,0.0485753],"study_design_scores_gemma":[0.00003545766,0.00004112764,0.001915031,0.0008789743,0.00003769143,0.00147035,0.05490353,0.002977466,0.0004969765,0.517212,0.4199576,0.00007383615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08038338,0.01644752,0.2109773,0.3661801,0.006717143,0.0007839524,0.00048259,0.0004352244,0.3175929],"genre_scores_gemma":[0.7747273,0.007739382,0.1044872,0.01987546,0.002808966,0.001220913,0.0004819605,0.0004331681,0.0882256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03044062,"threshold_uncertainty_score":0.1609874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655094028340569,"score_gpt":0.447999849958876,"score_spread":0.2824904471248191,"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."}}