{"id":"W4398876346","doi":"10.7910/dvn/trkfvh","title":"Canadian Media Ownership Index","year":2022,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Business; Computer science; World Wide Web","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":[0.0009989229,0.001706423,0.001185026,0.01686838,0.002848189,0.003775625,0.002676974,0.001004603,0.04586447],"category_scores_gemma":[0.007560282,0.0005967768,0.0009539574,0.02971262,0.0005017321,0.001243162,0.001852543,0.001803105,0.02188638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02214714,"about_ca_system_score_gemma":0.03928432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9582776,"about_ca_topic_score_gemma":0.9768811,"domain_scores_codex":[0.9979583,0.00009660133,0.0001605524,0.0003144175,0.001002812,0.0004673051],"domain_scores_gemma":[0.9919431,0.0005468167,0.0005889706,0.0004697141,0.005683091,0.0007683163],"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":[0.00003777638,0.00001440806,0.00421117,0.0002910469,0.00002750146,0.00002503745,0.00006434772,0.0001460938,0.00005174846,0.001231195,0.98972,0.004179608],"study_design_scores_gemma":[0.00005096857,0.000008212844,0.04513313,0.0002822296,0.00005595449,0.00004631898,0.0003045445,0.0004892073,0.0002609323,0.0003737722,0.9529398,0.00005493166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004589786,0.00009007987,0.00002592436,0.00006853386,0.0000124148,0.00001938357,0.9971316,0.00005377325,0.002139245],"genre_scores_gemma":[0.001734274,0.0001960268,0.0002192916,0.00004733878,0.000009580829,0.00009619653,0.9944487,0.00003096723,0.003217568],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04586447,"threshold_uncertainty_score":0.1606895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457413787378878,"score_gpt":0.2891397274341909,"score_spread":0.2545655895604021,"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."}}