{"id":"W4233570078","doi":"10.32920/15135900","title":"Mediaucracy: Why Canada hasn't made global TV hits and how it can","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globality; License; Political science; Key (lock); Hollywood; Globalization; Law; Computer science; History; Computer security; Art history","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":[0.0003236953,0.0001598819,0.0002738591,0.00001273104,0.0005152476,0.0002425139,0.0005424749,0.0001863119,0.0003631576],"category_scores_gemma":[0.0004848194,0.0001523026,0.00004437621,0.0001401211,0.0001924725,0.00004341399,0.001118549,0.0002922035,7.722846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102307,"about_ca_system_score_gemma":0.003376417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855685,"about_ca_topic_score_gemma":0.9996719,"domain_scores_codex":[0.9983934,0.0002524752,0.0001355967,0.0003242634,0.0005844304,0.0003098056],"domain_scores_gemma":[0.9988487,0.0001634561,0.0001157751,0.0004616923,0.000181965,0.0002284581],"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":[0.000003635579,0.00002811734,0.01337194,0.00008411256,0.0001711275,0.00002596725,0.01535174,0.000004910826,0.00000442331,0.01279409,0.9314416,0.02671831],"study_design_scores_gemma":[0.0001327439,0.000006615215,0.009877187,0.00008675147,0.00005250165,0.000001047551,0.07033852,0.00004806004,0.000008994279,0.001137452,0.9179619,0.0003482447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04207339,0.004596245,0.00007092967,0.7969617,0.002475162,0.0004034379,0.00009352871,0.0000601594,0.1532654],"genre_scores_gemma":[0.9761385,0.0109668,0.0006993552,0.005397485,0.0004665582,0.00006414724,0.00009267111,0.000008562475,0.006165892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9340652,"threshold_uncertainty_score":0.6210719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03698865593377244,"score_gpt":0.2954433903039053,"score_spread":0.2584547343701329,"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."}}