{"id":"W2292754537","doi":"10.1515/bejeap-2015-0004","title":"File Sharing and Film Revenues: Estimates of Sales Displacement at the Box Office","year":2015,"lang":"en","type":"article","venue":"The B E Journal of Economic Analysis & Policy","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Revenue; Film industry; Download; File sharing; Panel data; Box office; Endogeneity; Business; Upload; The Internet; Advertising; Economics; Computer science; Econometrics; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008969742,0.0001107491,0.0003071759,0.0002648177,0.0001374065,0.0001084857,0.000398178,0.00002230594,0.002372013],"category_scores_gemma":[0.0002905825,0.0000557015,0.0001656215,0.00025252,0.0001170534,0.0003877953,0.0002870155,0.00009102579,0.0001510929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009279217,"about_ca_system_score_gemma":0.00004372927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003296594,"about_ca_topic_score_gemma":0.0007744362,"domain_scores_codex":[0.9992075,0.00001695543,0.0004430625,0.00009232747,0.0001001341,0.0001399945],"domain_scores_gemma":[0.9988061,0.000160997,0.000671797,0.0002371368,0.0001032846,0.00002063922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008062241,0.000101157,0.03681061,0.00008756347,0.003368198,0.000002735972,0.00237661,0.01096875,0.0004889694,0.002761346,0.9399585,0.002269311],"study_design_scores_gemma":[0.001878942,0.0001966946,0.03679249,0.0002541995,0.00884713,0.0000556623,0.004606431,0.6615007,0.0009855598,0.023563,0.2605799,0.0007393549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810539,0.001145435,0.0001236821,0.002922924,0.00006765571,0.00008555618,0.00001568356,0.000006450186,0.01457867],"genre_scores_gemma":[0.9969959,0.0001084799,0.00002569691,0.0003699013,0.0006533476,0.000001274249,0.00001235718,0.000009726432,0.001823309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793787,"threshold_uncertainty_score":0.9985399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03588416493664867,"score_gpt":0.2642055462238092,"score_spread":0.2283213812871605,"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."}}