{"id":"W4247552228","doi":"10.7202/1000012ar","title":"Pour un système intégré de gestion du processus d’éducation et de formation","year":2009,"lang":"fr","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; HEC Montréal","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":[0.02057542,0.001105695,0.001217286,0.003812577,0.00277619,0.01188145,0.001796394,0.004318455,0.01525938],"category_scores_gemma":[0.0303209,0.0009594602,0.001604302,0.002869367,0.003163686,0.01448741,0.009387231,0.003072992,0.006803612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022784,"about_ca_system_score_gemma":0.008291379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007224599,"about_ca_topic_score_gemma":0.004623611,"domain_scores_codex":[0.9820483,0.008224097,0.001636717,0.003012966,0.004350281,0.0007276429],"domain_scores_gemma":[0.9796079,0.01016145,0.001267939,0.004744579,0.003105668,0.001112393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003829492,0.0006086399,0.01268528,0.001986278,0.0002308579,0.0004280548,0.01819821,0.005894981,0.0118052,0.2938428,0.01404801,0.6398888],"study_design_scores_gemma":[0.0001733972,0.0007158642,0.01362797,0.002651115,0.0002259111,0.001023878,0.007548669,0.03928716,0.0131566,0.1641848,0.7570872,0.0003175365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01657469,0.00131849,0.9380467,0.003639151,0.0004287878,0.0010077,0.000453918,0.006418508,0.03211213],"genre_scores_gemma":[0.177528,0.001464433,0.7862825,0.0006994121,0.000189604,0.002032621,0.001472155,0.0008749269,0.02945638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02057542,"threshold_uncertainty_score":0.1088145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0625844275026449,"score_gpt":0.3452778520431798,"score_spread":0.2826934245405349,"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."}}