{"id":"W6990943958","doi":"","title":"Ep.305 - Researchers Just Proved The Media Is Too White","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Journalism; Supporter; White (mutation); Regret","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008756008,0.0008230846,0.0004823671,0.001747548,0.005291637,0.007306882,0.001097626,0.003111928,0.5208213],"category_scores_gemma":[0.00701085,0.0005570822,0.0004232272,0.002246913,0.001638734,0.0036466,0.001858745,0.00401756,0.4299718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005877142,"about_ca_system_score_gemma":0.005287186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3289264,"about_ca_topic_score_gemma":0.4592088,"domain_scores_codex":[0.998828,0.00008610843,0.00005614973,0.0001311089,0.0007185575,0.0001799611],"domain_scores_gemma":[0.9971997,0.0004610296,0.0001016367,0.0001875881,0.001834614,0.0002155251],"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":[0.000005528987,0.000001821367,0.00004119845,0.00003270855,5.885557e-7,0.0000182468,0.00007250648,0.000004979813,0.000023932,0.004039148,0.9886448,0.007114417],"study_design_scores_gemma":[0.00000223185,0.000001769158,0.000528189,0.00008909927,0.000001063928,0.00002173538,0.0001508753,0.000006750945,0.00004415914,0.0004687095,0.9986815,0.000003873179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003186153,0.002357625,0.000249612,0.01556947,0.008199645,0.00006866555,0.005838092,0.0005857773,0.9668126],"genre_scores_gemma":[0.001145243,0.0005565886,0.00008067828,0.002693988,0.0003255598,0.00002230888,0.0005792876,0.0002649257,0.9943314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4791787,"threshold_uncertainty_score":0.6834902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970928642798819,"score_gpt":0.2283488204963864,"score_spread":0.2086395340683982,"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."}}