{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407869,0.0004590186,0.0002842802,0.0003855847,0.0004661235,0.001343698,0.0007592124,0.0006079884,0.01473394],"category_scores_gemma":[0.0008963378,0.0002862566,0.0004170746,0.0002515995,0.0004336569,0.0008221133,0.0008597764,0.0003481209,0.001795101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423339,"about_ca_system_score_gemma":0.0003455906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615548,"about_ca_topic_score_gemma":0.001774026,"domain_scores_codex":[0.9996673,0.00009533951,0.00001400288,0.00007888313,0.0001091037,0.00003526987],"domain_scores_gemma":[0.9995967,0.0001505664,0.00001654543,0.00009733754,0.00007889306,0.00006004375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003350009,0.001294059,0.003989566,0.0003913292,0.00008422338,0.001466937,0.001932307,0.3637913,0.3154015,0.08105367,0.007740458,0.2195046],"study_design_scores_gemma":[0.0001348741,0.000810844,0.0016346,0.00002562696,0.00002960981,0.0002460387,0.0003293498,0.9505643,0.0335574,0.004853104,0.007759266,0.00005503768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2673064,0.00009497006,0.637492,0.0002041104,0.000112819,0.0003141459,0.0003544877,0.002446606,0.09167443],"genre_scores_gemma":[0.9011939,0.00007591548,0.07874436,0.00002366019,0.00002328036,0.00007538039,0.000226118,0.0001684609,0.01946894],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01473394,"threshold_uncertainty_score":0.04928994,"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."}}