{"id":"W4404965087","doi":"10.22215/gmicp/2024.12.124","title":"Canada's network media economy: Growth, concentration and upheaval, 2019-2023","year":2024,"lang":"en","type":"report","venue":"","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economy; Business; Economics","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":[0.0008018593,0.0005356184,0.0003188991,0.002995787,0.003798636,0.007595582,0.001148864,0.001043689,0.015289],"category_scores_gemma":[0.003995989,0.0003223179,0.0004392142,0.008498142,0.001202054,0.002132919,0.001786896,0.00138495,0.003249389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09254547,"about_ca_system_score_gemma":0.2103391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944978,"about_ca_topic_score_gemma":0.9973139,"domain_scores_codex":[0.9976859,0.00004250371,0.00004324812,0.00005351504,0.001499193,0.0006756447],"domain_scores_gemma":[0.9954695,0.0001381432,0.0002165844,0.00005428038,0.003150355,0.0009712614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001421922,0.00007310761,0.03819092,0.0005392878,0.00003460692,0.0003037133,0.001128623,0.0008750943,0.0003702475,0.0157914,0.8710009,0.07154976],"study_design_scores_gemma":[0.000021687,0.00003220113,0.2296764,0.0002880802,0.00003310991,0.0001329484,0.006093096,0.00101859,0.001149877,0.001039766,0.7604703,0.00004387024],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1027034,0.01614672,0.0009345748,0.096885,0.001679026,0.000459077,0.3493854,0.001161241,0.4306455],"genre_scores_gemma":[0.3984765,0.0222616,0.00306358,0.006744551,0.000359665,0.0002489068,0.06754638,0.0003156964,0.5009832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09254547,"threshold_uncertainty_score":0.6714675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196351393662137,"score_gpt":0.2774530059479002,"score_spread":0.2354894920112788,"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."}}