{"id":"W276498008","doi":"10.3406/stice.2003.857","title":"Vers un modèle générique d’assistance aux acteurs du téléapprentissage","year":2003,"lang":"en","type":"article","venue":"Sciences et Technologies de l Information et de la Communication pour l Éducation et la Formation","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Computer science; TUTOR; Interface (matter); Domain (mathematical analysis); Task (project management); Object (grammar); Human–computer interaction; Order (exchange); Artificial intelligence; Programming language; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002254016,0.001271503,0.0006662837,0.002358482,0.002154629,0.007093063,0.002789876,0.004455081,0.01654626],"category_scores_gemma":[0.004185339,0.001160362,0.002428479,0.002236363,0.004885971,0.008407244,0.001964214,0.002776097,0.003812217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003892215,"about_ca_system_score_gemma":0.002948916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01865831,"about_ca_topic_score_gemma":0.01242293,"domain_scores_codex":[0.9982047,0.0007524266,0.0001113111,0.0003859902,0.0003939295,0.0001517379],"domain_scores_gemma":[0.9980074,0.001186145,0.000120362,0.0002381743,0.000327991,0.0001199261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003719838,0.00003651074,0.000464984,0.0001741503,0.00002082424,0.000370847,0.002697809,0.01169422,0.0006520608,0.9718028,0.00166091,0.01038761],"study_design_scores_gemma":[0.0001823824,0.0001560318,0.0008516702,0.0005882886,0.0001263051,0.001979467,0.002101866,0.1669552,0.001609936,0.5418419,0.2835087,0.00009829647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009986007,0.001488168,0.9179367,0.003377055,0.0001874105,0.0002742596,0.0004763593,0.0006966022,0.06557742],"genre_scores_gemma":[0.2633016,0.003337573,0.6702547,0.001132138,0.000251312,0.002174814,0.001684782,0.0003405584,0.05752249],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01865831,"threshold_uncertainty_score":0.05535275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338781816800013,"score_gpt":0.3998714896021441,"score_spread":0.336483671434144,"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."}}