{"id":"W7050392315","doi":"","title":"WOI","year":2017,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Nova scotia; Work (physics); Event (particle physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00004714591,0.0003066559,0.0002727074,0.0002482433,0.001629833,0.000544289,0.0009797626,0.00005179365,0.0000706123],"category_scores_gemma":[0.000006896728,0.0003732516,0.0001917538,0.0002155048,0.0003496137,0.003006113,0.0004948752,0.0002484301,0.0002130207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178026,"about_ca_system_score_gemma":0.0002059947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003993355,"about_ca_topic_score_gemma":0.00003637645,"domain_scores_codex":[0.9984257,0.00004022727,0.0001779801,0.0005018816,0.0002809008,0.0005732735],"domain_scores_gemma":[0.9984465,0.00004752351,0.0003186469,0.0006705785,0.0001681527,0.0003485773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000766767,0.000300756,0.9507662,0.00003800702,0.0005304618,0.001497438,0.001722165,0.0002932278,0.002217815,0.002839297,0.003184101,0.03584378],"study_design_scores_gemma":[0.005290087,0.0002505785,0.35005,0.0001282813,0.0001446881,0.00001464649,0.004124561,0.0007834303,0.02186887,0.00115271,0.6142218,0.001970379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780212,0.000003644933,0.00090335,0.00004108614,0.0002959124,0.0001427554,0.0001645289,0.0001048665,0.2203227],"genre_scores_gemma":[0.8662972,0.00001096324,0.00007566211,0.000008916229,0.00005994221,1.058622e-7,0.0000245122,0.00001861372,0.133504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6110377,"threshold_uncertainty_score":0.999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009000202848924443,"score_gpt":0.181700320486586,"score_spread":0.1727001176376615,"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."}}