{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001037374,0.0002447964,0.0002909416,0.0004107901,0.0008913521,0.0001653161,0.001665852,0.0004355724,0.777672],"category_scores_gemma":[0.002058982,0.0002635819,0.00009770084,0.0003710244,0.0003356706,0.0002738007,0.000220354,0.0008577125,0.08177603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047772,"about_ca_system_score_gemma":0.005903258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9207506,"about_ca_topic_score_gemma":0.9625214,"domain_scores_codex":[0.9969789,0.0003880119,0.0002763067,0.0003967807,0.0009891238,0.0009708202],"domain_scores_gemma":[0.9972076,0.0003470824,0.0001478624,0.001038757,0.00006998529,0.001188722],"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":[0.000003796498,0.0000120022,0.000111574,0.00002067246,0.00002177937,0.0002470082,0.001338089,0.000001135555,3.518716e-8,0.001167886,0.9969426,0.0001334354],"study_design_scores_gemma":[0.0001145497,0.000009762198,0.00003569181,0.00001631622,0.00005978312,0.000002026167,0.003208444,4.256397e-7,1.750164e-7,0.0001838874,0.996039,0.0003299782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001941384,0.000001759544,2.140885e-7,0.0001316332,0.00339461,0.0002460657,0.9892213,0.00003831397,0.006946661],"genre_scores_gemma":[0.00003449866,0.0006161434,0.00001030975,0.003920208,0.001291049,0.00004948907,0.9925932,0.00001723584,0.001467866],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.695896,"threshold_uncertainty_score":0.9999816,"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."}}