{"id":"W3012132177","doi":"10.22215/etd/2015-11153","title":"Memories of the Photochemical: Examining the Digital Recreation of Analog Film Styles in Recent Popular Film","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Filmmaking; Movie theater; State (computer science); Digital media; Digital Revolution; Aesthetics; Visual arts; Art; Multimedia; Engineering; Computer science; Telecommunications; World Wide Web","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":[0.001398732,0.000194978,0.0001570839,0.001458746,0.001778496,0.004351638,0.0007006273,0.0007001651,0.004527675],"category_scores_gemma":[0.009023772,0.0002031386,0.0002131416,0.001123895,0.002920558,0.003114629,0.002157764,0.001244422,0.000216471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111628,"about_ca_system_score_gemma":0.0004379807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344575,"about_ca_topic_score_gemma":0.008700771,"domain_scores_codex":[0.9993248,0.0003342516,0.00002185943,0.00006415109,0.0001659083,0.00008906471],"domain_scores_gemma":[0.9961156,0.002381925,0.0008561339,0.0001930668,0.0002826967,0.0001705441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003375655,0.0003049662,0.03707781,0.0005768352,0.00006304549,0.001122772,0.8615211,0.0001422691,0.003811174,0.02245514,0.002534051,0.07005331],"study_design_scores_gemma":[0.00002119092,0.0002937144,0.1728775,0.0005157858,0.00006299409,0.001536863,0.7625712,0.0002590691,0.001436512,0.003165021,0.05722656,0.00003356754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9653221,0.001142847,0.0004255534,0.0007589088,0.0000313039,0.00002212139,0.00004397301,0.000004733652,0.03224836],"genre_scores_gemma":[0.9948882,0.001138986,0.0002710813,0.0001438964,0.00003893797,0.00001307191,0.00002946571,0.000008675759,0.003467697],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004527675,"threshold_uncertainty_score":0.01514661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789321391648139,"score_gpt":0.2552401375736434,"score_spread":0.2073469236571621,"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."}}