{"id":"W4392507839","doi":"10.1177/00187208241228636","title":"Trust with increasing and decreasing reliability","year":2024,"lang":"en","type":"article","venue":"Human Factors The Journal of the Human Factors and Ergonomics Society","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reliability (semiconductor); Automation; Task (project management); Computer science; Reliability engineering; Psychology; Engineering; Systems engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003514513,0.0003473423,0.0003599569,0.0007288178,0.0005204322,0.001726215,0.0003861655,0.0007580489,0.002050935],"category_scores_gemma":[0.04724184,0.0003145402,0.0004406319,0.0005159313,0.0009996636,0.001580488,0.001221285,0.0008975634,0.0002354858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009935645,"about_ca_system_score_gemma":0.0007246701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919333,"about_ca_topic_score_gemma":0.002307441,"domain_scores_codex":[0.9960525,0.001487855,0.000323112,0.0006444987,0.001022467,0.0004695139],"domain_scores_gemma":[0.9499002,0.02621111,0.01248813,0.004213379,0.004927979,0.002259296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003659617,0.0007805615,0.8204283,0.000654409,0.0003464388,0.0005011736,0.02121156,0.005737932,0.04099042,0.003162158,0.001301006,0.1012265],"study_design_scores_gemma":[0.00008260647,0.001974804,0.9685763,0.0001163691,0.0001751242,0.0004372371,0.00379238,0.01326283,0.006494123,0.0034437,0.001555572,0.00008904257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945109,0.0001449091,0.003016997,0.0001397233,0.000008547318,0.0000330499,0.0000467728,0.00002886278,0.002070233],"genre_scores_gemma":[0.9988436,0.00002897158,0.0008433594,0.00001632808,0.000003352335,0.00001617764,0.00002618537,0.000004549732,0.0002174516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003919333,"threshold_uncertainty_score":0.01858675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831430205983537,"score_gpt":0.3091064338867058,"score_spread":0.2807921318268704,"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."}}