{"id":"W6990910441","doi":"","title":"Episode 67 with JP Vigier & Mike McIntyre","year":2021,"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":"Rest (music); Frith; Headline; George (robot); Wright","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":[],"category_scores_codex":[0.0005738192,0.001072226,0.0005171657,0.0007457926,0.004648544,0.004106198,0.001208995,0.002403329,0.6364263],"category_scores_gemma":[0.002954541,0.0005311402,0.0004332067,0.0005917653,0.0004330724,0.001948565,0.003830023,0.002782367,0.415369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294837,"about_ca_system_score_gemma":0.004014739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1753173,"about_ca_topic_score_gemma":0.365579,"domain_scores_codex":[0.9992208,0.00004272699,0.00001437283,0.00009466496,0.0002710473,0.0003563805],"domain_scores_gemma":[0.998161,0.00005161262,0.0000520756,0.00005005302,0.0004645579,0.001220688],"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":[0.000009605676,0.000002865581,0.00003647617,0.000008875619,3.08711e-7,0.00003382104,0.00002690292,0.000002573422,0.00001807322,0.0001523127,0.9970686,0.002639658],"study_design_scores_gemma":[0.000003207221,0.00000287198,0.0003063132,0.00002381706,5.398118e-7,0.00004498805,0.0001296288,0.000008072647,0.00002531461,0.00005025174,0.999402,0.000002911015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00124227,0.002092178,0.0003765771,0.01730051,0.01865069,0.000269166,0.003697292,0.00100798,0.9553633],"genre_scores_gemma":[0.0022901,0.0004101071,0.00007825076,0.002052831,0.0007781003,0.00002785055,0.0006422117,0.0004128111,0.9933078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6364263,"threshold_uncertainty_score":0.5185938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007960936376126576,"score_gpt":0.1964401135398969,"score_spread":0.1884791771637703,"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."}}