{"id":"W2266089641","doi":"","title":"Authoring Multimedia, Designing Animations for Physics Education","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Multimedia; Computer science; Animation; World Wide Web; Human–computer interaction; Computer graphics (images)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001737276,0.0001729292,0.0002093347,0.0005059405,0.0002835512,0.0001231926,0.0004404158,0.0001124324,0.0002082867],"category_scores_gemma":[0.0002971522,0.000173939,0.00004284337,0.0010875,0.0001229677,0.0003661927,0.00003969404,0.0001955394,0.00006225499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005284227,"about_ca_system_score_gemma":0.0006313364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008226439,"about_ca_topic_score_gemma":0.00004926233,"domain_scores_codex":[0.998727,0.00003613372,0.0002852193,0.0004705426,0.0002100786,0.0002709872],"domain_scores_gemma":[0.9986284,0.0004711905,0.0001111416,0.000352721,0.0003139756,0.0001225287],"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":[0.000002880543,0.0001545028,0.001294999,0.000009252497,0.00001474837,1.784531e-7,0.0004873331,0.00001282116,0.0005372463,0.772359,0.001426185,0.2237008],"study_design_scores_gemma":[0.0002273033,0.00005173646,0.002585961,0.00006537335,0.00002308684,0.000003569306,0.0000417473,0.03748597,0.001624509,0.9566295,0.001033268,0.0002279913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006266281,0.0005359821,0.367227,0.6160326,0.002563349,0.0009559898,0.00002094772,0.0004962018,0.005901661],"genre_scores_gemma":[0.9027303,0.000131825,0.09355225,0.0003928468,0.0005822643,0.0005186198,0.0001196458,0.00001311647,0.00195912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.896464,"threshold_uncertainty_score":0.7093025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313833960607905,"score_gpt":0.2803398209786671,"score_spread":0.247201481372588,"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."}}