{"id":"W111313471","doi":"","title":"Apprentissage de la chirurgie orthopédique assisté par ordinateur : Le cas du Système Tutoriel Intelligent TELEOS","year":2014,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Computer science; Intelligent tutoring system; Orthopedic surgery; Human–computer interaction; Multimedia; Medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005030123,0.0003702432,0.0003972212,0.0004553109,0.0003561867,0.001405975,0.0006679959,0.00120709,0.003761945],"category_scores_gemma":[0.00253062,0.0001585051,0.000242958,0.0002079269,0.0004869416,0.0008744356,0.0006945844,0.0006551492,0.00093284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896926,"about_ca_system_score_gemma":0.0005156949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235431,"about_ca_topic_score_gemma":0.001150491,"domain_scores_codex":[0.9994376,0.0001568853,0.00003944099,0.0001113187,0.0001790855,0.00007568817],"domain_scores_gemma":[0.9989432,0.0005246548,0.00009282269,0.0001142722,0.0001563363,0.0001688557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001334765,0.00106652,0.02844601,0.0004857903,0.00005758462,0.01287014,0.00188687,0.0264033,0.08968291,0.008093495,0.004695153,0.8249774],"study_design_scores_gemma":[0.0004443749,0.003763021,0.02691573,0.000199313,0.0001974689,0.05035765,0.001665449,0.6087464,0.2063578,0.007705607,0.09343308,0.0002141247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6414257,0.001743716,0.3370743,0.00161943,0.0002505498,0.0002013787,0.0001511954,0.004321613,0.01321223],"genre_scores_gemma":[0.9257179,0.0005155706,0.06443536,0.0001849442,0.00009802662,0.0000667757,0.0001112462,0.00008773334,0.008782425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761945,"threshold_uncertainty_score":0.01258498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148657057806429,"score_gpt":0.2446477033344539,"score_spread":0.229781997553811,"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."}}