{"id":"W2224913946","doi":"10.1177/1329878x0913300142","title":"Book reviews including 'Remaking the movies: digital content and the evolution of the film and video industries', by Graham Vickery and Richard Hawkins","year":2009,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital video; Art history; Content (measure theory); Art; Media studies; Sociology; Computer science; Telecommunications; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007122287,0.001501939,0.001075172,0.003388494,0.001544502,0.006375376,0.001106759,0.002127621,0.2133684],"category_scores_gemma":[0.004227103,0.0004915065,0.0007620328,0.005940979,0.001055677,0.004186786,0.001563008,0.002013615,0.1643602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212322,"about_ca_system_score_gemma":0.002811773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008397804,"about_ca_topic_score_gemma":0.01898963,"domain_scores_codex":[0.9986159,0.0001655442,0.00006342408,0.0002428821,0.0008160882,0.00009616607],"domain_scores_gemma":[0.9977989,0.0006416664,0.0001438286,0.0001149634,0.0009664579,0.0003341877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004535672,0.000008212109,0.00002145433,0.0002609169,0.000002077931,0.0000248129,0.00008148245,0.0000244328,0.0001194138,0.002190073,0.9563659,0.04089665],"study_design_scores_gemma":[0.000001088116,0.000004122584,0.00008986147,0.0001699626,0.000001242911,0.00003310933,0.00003989461,0.000005833347,0.00001579682,0.000241539,0.999395,0.000002547045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004718892,0.3618106,0.001050772,0.01900926,0.04295936,0.0001354087,0.001091633,0.0005315091,0.5729396],"genre_scores_gemma":[0.001988198,0.1213002,0.0007601632,0.006406642,0.01082404,0.00007649809,0.0008172259,0.0003950842,0.857432],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2133684,"threshold_uncertainty_score":0.7137883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525097734499579,"score_gpt":0.2952420946686726,"score_spread":0.2499911173236768,"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."}}