{"id":"W7056216246","doi":"","title":"Episode 445 with Scott Wheeler, Mike McIntyre &amp; Darrin Bauming","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Las vegas; George (robot); Football; Performance art","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":[0.0003884782,0.0006309485,0.0003063245,0.0005657545,0.005359761,0.003843478,0.0006014961,0.001963148,0.5427179],"category_scores_gemma":[0.00132166,0.000368437,0.0002338721,0.000639654,0.0004548478,0.001853253,0.002638954,0.002240946,0.3475212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892943,"about_ca_system_score_gemma":0.002122212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09654822,"about_ca_topic_score_gemma":0.3225324,"domain_scores_codex":[0.9996738,0.00002483401,0.000006081409,0.0000409133,0.0001292072,0.0001251146],"domain_scores_gemma":[0.999432,0.00003072693,0.00001506567,0.00002123797,0.000181459,0.0003195639],"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":[0.000006694881,0.000003409964,0.00002997312,0.000007082111,1.80767e-7,0.000025272,0.00004488856,0.000003614819,0.00002829318,0.000452096,0.9957768,0.003621833],"study_design_scores_gemma":[8.018876e-7,0.000001268926,0.0001313837,0.000008170896,1.516201e-7,0.00001183882,0.0001123023,0.000005349683,0.00001481311,0.00005281892,0.99966,0.00000111167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006401944,0.00113311,0.0002022592,0.007247521,0.006217659,0.00006581753,0.001044069,0.0003322682,0.983117],"genre_scores_gemma":[0.001027983,0.0001520148,0.00002614855,0.0007564278,0.0002065712,0.000006567681,0.0001285856,0.00009984104,0.9975958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4572821,"threshold_uncertainty_score":0.6522574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006180179395479066,"score_gpt":0.1963658937255599,"score_spread":0.1901857143300808,"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."}}