{"id":"W3004042325","doi":"","title":"Industrial Organization of Online Video on Demand Platforms in North America: Between Diversity and Concentration","year":2020,"lang":"en","type":"article","venue":"The Political Economy of Communication","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Diversity (politics); Skepticism; Government (linguistics); Business; Marketing; Political science; Geography; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165477,0.00004098436,0.0001188251,0.00001131253,0.0002452047,0.00000916155,0.0001947817,0.00005150412,0.00003428586],"category_scores_gemma":[0.0002292575,0.00003227175,0.000011086,0.0001780243,0.0003291105,0.0001166611,0.0001830218,0.0001161025,9.817785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202057,"about_ca_system_score_gemma":0.00007697985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784535,"about_ca_topic_score_gemma":0.0005706214,"domain_scores_codex":[0.999501,0.00006989446,0.0002049981,0.00005793269,0.0000699306,0.00009623013],"domain_scores_gemma":[0.9994346,0.0002403915,0.0001109385,0.00009008479,0.0000595606,0.00006441968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001806926,0.00004017143,0.8003414,0.000005158474,0.00001725504,4.121355e-8,0.01707291,0.0000257259,0.000003262081,0.1792837,0.0002984053,0.002893892],"study_design_scores_gemma":[0.00123856,0.0001814869,0.94183,0.00005077906,0.00005000888,1.233657e-7,0.03016311,0.0002640959,0.000879124,0.01160776,0.01353791,0.0001970467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550343,0.00001253737,0.00003012984,0.0427631,0.000006486799,0.0001575557,0.00001647176,0.000005915686,0.001973542],"genre_scores_gemma":[0.9992884,0.00003556622,0.0000279207,0.0005243975,0.00004406866,7.79996e-7,0.00006881035,0.000001666174,0.000008397994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.167676,"threshold_uncertainty_score":0.2697695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09417069929612484,"score_gpt":0.2796257589365606,"score_spread":0.1854550596404357,"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."}}