{"id":"W2786817381","doi":"10.3406/stice.2003.858","title":"Apport de l’ingénierie ontologique aux environnements de formation à distance","year":2003,"lang":"fr","type":"article","venue":"Sciences et Technologies de l Information et de la Communication pour l Éducation et la Formation","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.02108993,0.0004551432,0.0003592266,0.0007334925,0.001143148,0.002090335,0.002570137,0.0008277356,0.00005556004],"category_scores_gemma":[0.006399356,0.0004836388,0.0001474875,0.001355231,0.00135962,0.02052877,0.0004784341,0.001111101,0.0001103302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994656,"about_ca_system_score_gemma":0.003803764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136406,"about_ca_topic_score_gemma":0.0003427953,"domain_scores_codex":[0.9918661,0.004770147,0.001340452,0.0003583732,0.0006707857,0.0009941168],"domain_scores_gemma":[0.9946383,0.001779609,0.0015566,0.001395865,0.0004905124,0.0001390844],"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":[0.000008648716,0.0001932924,0.001619155,0.0001867486,0.0000176159,0.000001418944,0.03851333,0.006451151,0.0001382928,0.9111513,0.00483686,0.03688218],"study_design_scores_gemma":[0.001036963,0.000156555,0.01425125,0.000574498,0.0000529044,0.001039603,0.04623404,0.2611402,0.007059334,0.3268654,0.3407254,0.000863929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02324065,0.001038718,0.8042244,0.0477166,0.000250209,0.0006161345,0.00002052446,0.001029245,0.1218635],"genre_scores_gemma":[0.7678456,0.007182057,0.2203897,0.003834461,0.000008731713,0.0003201423,0.0001265611,0.00001447314,0.0002782546],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.744605,"threshold_uncertainty_score":0.9997615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05599231319718995,"score_gpt":0.3429668858093148,"score_spread":0.2869745726121249,"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."}}