{"id":"W7045952816","doi":"","title":"B.E.A.M.S. Art's Birthday 2021","year":2021,"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":"Mandate; Promotion (chess); Sound (geography); Music industry; Sound production","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":[0.0005305017,0.0006858106,0.0003404337,0.0008114684,0.002730246,0.00445926,0.0005842026,0.001285107,0.7001483],"category_scores_gemma":[0.001147509,0.0002906199,0.0004139983,0.0005184808,0.0003684054,0.00175075,0.001895298,0.002111397,0.5699469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189895,"about_ca_system_score_gemma":0.001636511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116844,"about_ca_topic_score_gemma":0.03225986,"domain_scores_codex":[0.9996588,0.0000156477,0.000007042548,0.0000583238,0.0001911704,0.00006903649],"domain_scores_gemma":[0.9993109,0.00003294434,0.00001487347,0.00004798816,0.0002590018,0.0003344028],"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":[0.000006194253,0.000005014111,0.0000213133,0.00001084627,2.846737e-7,0.00001011145,0.000008606916,0.000006528554,0.00005706878,0.0007291844,0.9858949,0.01325004],"study_design_scores_gemma":[8.776699e-7,0.000002125054,0.00007231182,0.00001042215,2.499828e-7,0.000009919278,0.00001467717,0.000007568734,0.00002910066,0.00009169857,0.9997599,0.00000116121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002821237,0.0008980325,0.0003288975,0.004855121,0.008590311,0.00004488296,0.001812855,0.001184281,0.9820035],"genre_scores_gemma":[0.0006359525,0.0002859187,0.0001356487,0.0004327693,0.000206631,0.000009851318,0.0003768478,0.0002109578,0.9977055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7001483,"threshold_uncertainty_score":0.4277021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005392335281989251,"score_gpt":0.1965719481937125,"score_spread":0.1911796129117233,"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."}}