{"id":"W7063138601","doi":"","title":"VHR Committee Meeting January 21, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schedule; Quarter (Canadian coin); Revenue; Event (particle physics); Order (exchange)","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":[0.002712017,0.0009911361,0.0006998015,0.0009462234,0.002584563,0.00652893,0.00166845,0.004917174,0.7161006],"category_scores_gemma":[0.005541951,0.0004809097,0.001033434,0.0006046154,0.0004211606,0.002255653,0.002917354,0.004002335,0.6401603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265456,"about_ca_system_score_gemma":0.006560535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143958,"about_ca_topic_score_gemma":0.0245637,"domain_scores_codex":[0.9977849,0.0002797529,0.0001162972,0.0003730245,0.0008977563,0.0005482417],"domain_scores_gemma":[0.9965966,0.0001627697,0.00009829176,0.0001919217,0.001620294,0.001330167],"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":[0.0000139912,0.00001096255,0.00005386333,0.00002316129,0.000001338958,0.00002149078,0.000007122124,0.00001212245,0.00004853054,0.0004635739,0.9919228,0.007420975],"study_design_scores_gemma":[0.000006819413,0.000008020877,0.0002280915,0.00003319882,9.208254e-7,0.000009074744,0.00003283191,0.00001526931,0.00003027039,0.0001571074,0.9994753,0.000003081643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006716701,0.0009773539,0.001394441,0.02376846,0.04819274,0.0009037207,0.01352517,0.002207794,0.9083587],"genre_scores_gemma":[0.001431423,0.0003251621,0.0004145933,0.00571423,0.003025479,0.0002231077,0.003645586,0.0005360242,0.9846845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7161006,"threshold_uncertainty_score":0.404948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005427650160662378,"score_gpt":0.1827312626680075,"score_spread":0.1773036125073451,"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."}}