{"id":"W1514134345","doi":"","title":"A Web Based Application Using Videos of Practice to Support Teacher Education in Quebec","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Web application; World Wide Web; Computer science; Multimedia; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006638147,0.0005677235,0.0002490532,0.001612141,0.001201876,0.00133081,0.0006853025,0.0008172663,0.02020585],"category_scores_gemma":[0.002789738,0.0002235613,0.0002232918,0.001145099,0.0002160071,0.0010412,0.0006711624,0.0004386166,0.002768745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252743,"about_ca_system_score_gemma":0.004213957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4718424,"about_ca_topic_score_gemma":0.6334517,"domain_scores_codex":[0.9997693,0.00008076002,0.00001410927,0.00003711857,0.00005041231,0.00004834055],"domain_scores_gemma":[0.9976897,0.00103869,0.0000806934,0.0001041859,0.0006036949,0.0004831047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001236482,0.004133966,0.0364023,0.0009413154,0.00007486349,0.001970372,0.008414452,0.002851109,0.01533377,0.00109028,0.1421999,0.785351],"study_design_scores_gemma":[0.001269839,0.002769332,0.3109724,0.001356868,0.0003316756,0.001121463,0.021278,0.0581571,0.0154159,0.001338266,0.5854669,0.0005222625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145255,0.001621338,0.02967052,0.00459407,0.0005518413,0.003225471,0.01635985,0.03193298,0.09751834],"genre_scores_gemma":[0.7424556,0.001591667,0.07490862,0.0008908875,0.0001408541,0.001573475,0.01083073,0.0008470375,0.1667611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5281576,"threshold_uncertainty_score":0.938192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735920642690295,"score_gpt":0.4060775211139375,"score_spread":0.3587183146870346,"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."}}