{"id":"W775147111","doi":"","title":"Video Production using an Authentic Studio Model","year":2012,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Studio; Production (economics); Computer graphics (images); Computer science; Production model; Visual arts; Art; Business; Multimedia; Economics","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":[0.0002229753,0.0001430243,0.00009924475,0.0002015396,0.0001464756,0.00008280725,0.000237558,0.0001863098,0.00006331579],"category_scores_gemma":[0.00005652057,0.0001560396,0.00007497943,0.0001690093,0.00005272788,0.002739385,0.00002803303,0.0001753856,0.00001503284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002526134,"about_ca_system_score_gemma":0.0001230574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004595838,"about_ca_topic_score_gemma":9.494241e-7,"domain_scores_codex":[0.9991981,0.000004919691,0.0003108095,0.0001119121,0.0001651789,0.0002090636],"domain_scores_gemma":[0.999209,0.000005372397,0.0001227872,0.0001816518,0.0004286706,0.00005246639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003244068,0.001012471,0.009707279,0.0006312161,0.000498421,1.379387e-8,0.04636298,0.6029091,0.003174227,0.1621951,0.01577309,0.1577036],"study_design_scores_gemma":[0.0002012763,0.00001486255,0.0003772875,0.00003229016,0.00004337894,0.000006117581,0.005197965,0.9757788,0.005002754,0.004654412,0.008429284,0.0002616093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2834871,0.00009869695,0.710808,0.0006702421,0.001993694,0.000456333,0.00001603339,0.0006966626,0.001773232],"genre_scores_gemma":[0.9553396,0.00004837145,0.04348287,0.00009335384,0.0002099967,0.0002474189,0.0002370145,0.00001629293,0.0003251568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6718524,"threshold_uncertainty_score":0.6363112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184263517129589,"score_gpt":0.2943243612735621,"score_spread":0.2624817261022662,"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."}}