{"id":"W7061524806","doi":"","title":"A Report on codes issues from NRC's Institute for Research in Construction","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Field (mathematics); Work (physics); Government (linguistics); Code (set theory)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0160736,0.001165841,0.001644364,0.006720596,0.008801669,0.009797314,0.004046563,0.0153202,0.1555707],"category_scores_gemma":[0.07591834,0.001216847,0.001763389,0.002928979,0.001845536,0.004522411,0.003561338,0.01066602,0.09468598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007430402,"about_ca_system_score_gemma":0.03536455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04181171,"about_ca_topic_score_gemma":0.06794935,"domain_scores_codex":[0.9576406,0.002451432,0.001309519,0.001114161,0.03455843,0.002925822],"domain_scores_gemma":[0.8687159,0.02014746,0.002574373,0.008712713,0.08981939,0.01003003],"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":[0.0001057253,0.0001194436,0.0004308577,0.0001345731,0.000008160179,0.0001193409,0.00007025983,0.0001783373,0.00113347,0.002983548,0.9801509,0.01456552],"study_design_scores_gemma":[0.00004078494,0.00007238599,0.002838918,0.0001135816,0.00001464958,0.00006418244,0.0001285738,0.0003676649,0.001834434,0.00110905,0.9933675,0.0000482203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009191425,0.003748394,0.01327713,0.1757863,0.1467084,0.003793278,0.02672737,0.01101019,0.6097575],"genre_scores_gemma":[0.01201202,0.001408597,0.005569019,0.02592366,0.006893049,0.001027059,0.008846348,0.003445144,0.934875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9581883,"threshold_uncertainty_score":0.5204357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07037676420522256,"score_gpt":0.3869520100913419,"score_spread":0.3165752458861194,"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."}}