{"id":"W7056507717","doi":"","title":"Ep.116 - Is The News Biz a Lost Cause?","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Journalism; Head (geology); Profitability index; The Internet; Digital economy","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":[0.0007163147,0.0007343398,0.0004562019,0.001641816,0.003324977,0.008164342,0.0009369944,0.004318219,0.6044004],"category_scores_gemma":[0.004446876,0.000484764,0.0003668992,0.002212931,0.001109468,0.003247541,0.001534854,0.002592959,0.4570702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004492012,"about_ca_system_score_gemma":0.004944337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1076552,"about_ca_topic_score_gemma":0.2059371,"domain_scores_codex":[0.9991516,0.00005347087,0.00004012211,0.00008685862,0.0005378271,0.0001301981],"domain_scores_gemma":[0.998248,0.0003887895,0.00007730033,0.0001518203,0.0008598547,0.0002742213],"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":[0.00001035643,0.00000655879,0.00008611313,0.00005417824,0.000001081189,0.00003716393,0.00006460398,0.0000150614,0.00006995255,0.007599487,0.9752066,0.01684875],"study_design_scores_gemma":[0.000003009372,0.000003584542,0.0004440483,0.00009952737,0.00000116607,0.00002540189,0.00007945501,0.00001145473,0.00004235467,0.0005565867,0.9987301,0.000003263638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001866902,0.00142481,0.0001118276,0.003260007,0.001451924,0.000037174,0.002219136,0.0003304677,0.9909779],"genre_scores_gemma":[0.0009550364,0.0006382601,0.0000474161,0.001267133,0.0002257396,0.00001756167,0.0005260526,0.0001538613,0.9961689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3955996,"threshold_uncertainty_score":0.5642748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006662996775645378,"score_gpt":0.1822597303632566,"score_spread":0.1755967335876112,"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."}}