{"id":"W2212322815","doi":"","title":"Cultural consumption in Canada and Australia: the effects of broadband access","year":2008,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Broadband; Business; Telecommunications; Geography; Computer science; Sociology; Social science","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":[0.001142865,0.0003860945,0.0005908204,0.002374368,0.003179733,0.002250908,0.0008797378,0.0004393412,0.002795142],"category_scores_gemma":[0.005853781,0.0003040443,0.000762052,0.006153152,0.00168454,0.0008035236,0.003049362,0.0009609657,0.0001537712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01996116,"about_ca_system_score_gemma":0.02011341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988822,"about_ca_topic_score_gemma":0.9919355,"domain_scores_codex":[0.9972044,0.0005771372,0.00009006815,0.0002854683,0.001062721,0.000780094],"domain_scores_gemma":[0.9947301,0.000589731,0.0007154423,0.0001447977,0.002074555,0.00174531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461706,0.000094813,0.9712284,0.00005918654,0.0001650485,0.0002567927,0.009835877,0.0001939268,0.0003272145,0.0008202068,0.00101215,0.01586023],"study_design_scores_gemma":[0.000001654474,0.00001486571,0.994958,0.00001977328,0.00001858222,0.00002823793,0.003891433,0.0001074523,0.00002945552,0.00002993577,0.000893172,0.00000751344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990119,0.001241244,0.0001069612,0.0009873719,0.00002121666,0.00002691744,0.0006542972,0.000008374416,0.006834511],"genre_scores_gemma":[0.996821,0.0009643817,0.0001264843,0.0001541929,0.000007048118,0.00001519277,0.0003091872,0.00001022205,0.001592275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01996116,"threshold_uncertainty_score":0.144829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09427728524653886,"score_gpt":0.3376307179690406,"score_spread":0.2433534327225017,"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."}}