{"id":"W2970220495","doi":"10.15353/kinema.vi.1234","title":"Inside The Room and Beyond","year":2011,"lang":"en","type":"article","venue":"Kinema A Journal for Film and Audiovisual Media","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cult; Mainstream; Movie theater; Variety (cybernetics); Media studies; Sociology; Visual arts; Aesthetics; Art; Political science; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001825483,0.0005685079,0.000451173,0.0006292259,0.008497089,0.01638116,0.000890878,0.002808597,0.06823724],"category_scores_gemma":[0.006559596,0.0003156749,0.0003701652,0.0004651738,0.01211552,0.01647685,0.006849066,0.00568401,0.01216896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969047,"about_ca_system_score_gemma":0.002902101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009119982,"about_ca_topic_score_gemma":0.01156171,"domain_scores_codex":[0.9973902,0.001222137,0.00005421195,0.000489707,0.0004513462,0.0003924525],"domain_scores_gemma":[0.996281,0.0009712905,0.0002109571,0.0005210633,0.0005781861,0.001437546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006833307,0.00004217698,0.0008064414,0.0002326656,0.0000142022,0.0003549051,0.03969485,0.00008510231,0.0008942592,0.4538631,0.4447195,0.05922448],"study_design_scores_gemma":[0.000003581981,0.00001343451,0.0006050306,0.0002370073,0.000004159905,0.0001232919,0.01112817,0.0000373908,0.0000977616,0.01325877,0.9744811,0.0000103823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009392343,0.01372847,0.004425368,0.08734416,0.006717416,0.00003078294,0.0002065754,0.0002427347,0.8779121],"genre_scores_gemma":[0.4379853,0.01488023,0.002797901,0.04239273,0.005169716,0.0000924958,0.0002576738,0.0007768642,0.4956472],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06823724,"threshold_uncertainty_score":0.2282763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899183223027667,"score_gpt":0.2510184454663198,"score_spread":0.1920266132360431,"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."}}