{"id":"W1950410026","doi":"","title":"Cultural consumption and the broadband revolution: Canada and Australia","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); Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009046933,0.0001177697,0.0002391087,0.0001897145,0.002150944,0.00002798393,0.0004038974,0.0002406315,0.0004440861],"category_scores_gemma":[0.0003595726,0.00009381726,0.00003755961,0.0007394695,0.007227805,0.0002165803,0.0003038143,0.0005995557,0.000005160137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540182,"about_ca_system_score_gemma":0.0005799406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7464505,"about_ca_topic_score_gemma":0.6465023,"domain_scores_codex":[0.9982993,0.0001860205,0.0001578293,0.0002852327,0.0005938874,0.0004777287],"domain_scores_gemma":[0.9990062,0.000148841,0.00008155251,0.0001997253,0.0004364324,0.0001272834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003676949,0.00005636123,0.2290221,0.00004727166,0.0001943372,0.0002188463,0.007995676,0.000002670703,0.0003505468,0.05320543,0.7001885,0.008350588],"study_design_scores_gemma":[0.002831457,0.00009464441,0.09206239,0.0001069271,0.00003825131,0.00009171172,0.03607831,0.00001673617,0.0003217971,0.002612396,0.8654418,0.000303572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689596,0.00160614,0.000006281734,0.02644914,0.00006404677,0.000404172,0.000008904974,0.00004809884,0.002453674],"genre_scores_gemma":[0.9436262,0.006508601,0.0001812262,0.00001624224,0.00004124603,0.00000113764,0.000003487956,0.000003470332,0.04961841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652534,"threshold_uncertainty_score":0.9991481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09437441392011307,"score_gpt":0.3160838248729886,"score_spread":0.2217094109528755,"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."}}