{"id":"W3020291112","doi":"","title":"Knowledge elicitation techniques and application to nuclear plant maintenance","year":2006,"lang":"en","type":"article","venue":"TSpace","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Bruce Power","keywords":"Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006737751,0.00006665255,0.0001243128,0.0001599664,0.0001182289,0.00008279816,0.000182789,0.00003956295,0.00003497864],"category_scores_gemma":[0.0001345055,0.00005000663,0.00003398113,0.0005601855,0.0000367476,0.00008880334,0.00004820698,0.00004338823,0.0004750753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002263853,"about_ca_system_score_gemma":0.000008552349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937221,"about_ca_topic_score_gemma":0.0003491133,"domain_scores_codex":[0.999104,0.00004821439,0.0002025546,0.0002673689,0.0002621589,0.0001157676],"domain_scores_gemma":[0.9993073,0.0001717061,0.00007592476,0.0002658519,0.0001284444,0.00005072467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007915603,0.00008154366,0.001862715,0.000005087916,0.000008680015,0.000004989961,0.004898725,0.0002224159,0.01559634,0.0769686,0.1334792,0.7667925],"study_design_scores_gemma":[0.0001007201,0.00004492026,0.01264203,0.00001066102,0.000009772163,0.000007810573,0.001641976,0.007509387,0.002208267,0.03543813,0.9402458,0.0001405071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5308691,0.0005970808,0.2389843,0.02635039,0.00009361321,0.0006697393,0.00001796414,0.0003589172,0.2020589],"genre_scores_gemma":[0.9847514,0.00006831677,0.007800029,0.0001171489,0.00008606304,0.00001476822,0.000003983071,0.000007199967,0.007151069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8067666,"threshold_uncertainty_score":0.610629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313796127075966,"score_gpt":0.3825656187612417,"score_spread":0.3511860060536451,"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."}}