{"id":"W7028806608","doi":"","title":"How Independent Progressive Media is Punching Above its Weight (w/ Press Progress, Briarpatch, Xtra + The Hoser)","year":2022,"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":"Journalism; Grassroots; Politics; Print media; Identity (music); Prime time; News media; Media relations","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":[0.002453992,0.0007028673,0.0002711489,0.001831034,0.01263698,0.01998483,0.00118545,0.003157302,0.09125315],"category_scores_gemma":[0.005277943,0.0006227143,0.0002746937,0.002232,0.0048616,0.00489846,0.002603226,0.004627185,0.02614281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02001113,"about_ca_system_score_gemma":0.0416296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8215482,"about_ca_topic_score_gemma":0.9357063,"domain_scores_codex":[0.9967178,0.0002509562,0.00005921146,0.0003927237,0.001777573,0.0008019027],"domain_scores_gemma":[0.9932367,0.0006150738,0.0001735091,0.0003314674,0.003055373,0.002587921],"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":[0.00001197222,0.0000112395,0.0002474064,0.00005579343,0.00000258259,0.00009013853,0.001125098,0.00002147618,0.0003146231,0.005958594,0.9659725,0.0261885],"study_design_scores_gemma":[0.000001798679,0.000002715207,0.0006150374,0.00003113712,0.000001563038,0.0000185977,0.00105772,0.000009064053,0.00009919487,0.0001702009,0.9979866,0.000006305874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005882698,0.0230867,0.0008055404,0.2472279,0.02201367,0.0001215287,0.001632884,0.001294868,0.6979342],"genre_scores_gemma":[0.02066179,0.006674432,0.0005796138,0.01649208,0.001267823,0.00003157392,0.000458467,0.0005795237,0.9532547],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8215482,"threshold_uncertainty_score":0.3590055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007835943890704782,"score_gpt":0.1930095815001434,"score_spread":0.1851736376094386,"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."}}