{"id":"W7061653698","doi":"","title":"2023-03-30 Ryan Brandenberg live at 123 Pleasant Street","year":2023,"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":"West virginia; Work (physics); George (robot); Quarter (Canadian coin)","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":[0.0002720706,0.0008916495,0.00046486,0.0009852608,0.002487506,0.002301404,0.0007119077,0.001044961,0.9114906],"category_scores_gemma":[0.0005859296,0.0005736093,0.0004467274,0.0005917146,0.0002706357,0.001063292,0.001689403,0.001334999,0.8082919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042946,"about_ca_system_score_gemma":0.002064645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02585734,"about_ca_topic_score_gemma":0.1278609,"domain_scores_codex":[0.9997414,0.00001042002,0.000003935937,0.0000497538,0.0001161491,0.00007828029],"domain_scores_gemma":[0.9993659,0.00002741782,0.00001206958,0.00003968463,0.0001842736,0.0003706732],"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":[0.00005148114,0.00005919439,0.0001714811,0.00002632777,0.000001731152,0.00004415206,0.00002284745,0.000041287,0.000470252,0.0008006606,0.9678147,0.03049583],"study_design_scores_gemma":[0.00001632001,0.00002690922,0.0008822432,0.00002759347,0.000002660359,0.00002933368,0.00008064882,0.0001141471,0.0002579,0.0001970572,0.9983583,0.000006898847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006259524,0.00006302149,0.0002673565,0.0002069108,0.0002532116,0.00008096889,0.001905634,0.001127591,0.9954693],"genre_scores_gemma":[0.0005218891,0.00002686155,0.0001021766,0.00003940459,0.00001530847,0.000009616037,0.0005326879,0.0002196399,0.9985324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08850944,"threshold_uncertainty_score":0.1262479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00717612069530872,"score_gpt":0.20340188571253,"score_spread":0.1962257650172213,"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."}}