{"id":"W1992810850","doi":"10.1177/154193120004401803","title":"HF Verification and Validation Activities: Simulator Based Operational Trials","year":2000,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation; Atomic Energy (Canada)","funders":"","keywords":"Shutdown; Operability; Maintainability; Systems engineering; Verification and validation; Reliability engineering; Nuclear power; Nuclear power plant; Plan (archaeology); Engineering; Computer science; Operations management; Nuclear engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0468811,0.002474188,0.001591546,0.001836196,0.001534579,0.001049615,0.002399752,0.00287882,0.003833962],"category_scores_gemma":[0.06428482,0.001065913,0.001590398,0.0007734357,0.001974822,0.001789522,0.002277771,0.00279742,0.001389688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835103,"about_ca_system_score_gemma":0.004412484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397465,"about_ca_topic_score_gemma":0.003025281,"domain_scores_codex":[0.9737458,0.01707902,0.002204325,0.00163518,0.00338325,0.00195239],"domain_scores_gemma":[0.927947,0.04151186,0.004229648,0.00891403,0.01484017,0.002557234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1216578,0.3680643,0.03580891,0.001742074,0.0009148562,0.0005853198,0.01205908,0.03906514,0.03613036,0.004164909,0.008490954,0.3713163],"study_design_scores_gemma":[0.03424154,0.850381,0.03489545,0.0002442709,0.000411573,0.0002346618,0.001903903,0.02081124,0.04178738,0.002025309,0.01285976,0.000203925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512975,0.0002019693,0.01737862,0.0001796195,0.0001236103,0.0260007,0.001125223,0.0003395951,0.003353284],"genre_scores_gemma":[0.9270639,0.0001686351,0.03288577,0.0002843302,0.0001081681,0.03390706,0.001703726,0.00007971556,0.003798588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0468811,"threshold_uncertainty_score":0.2479339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07032704174626231,"score_gpt":0.332517890867261,"score_spread":0.2621908491209987,"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."}}