{"id":"W4413894315","doi":"10.1177/10711813251367370","title":"The Influence of Performance Feedback on Trust and Self-Confidence in Dynamically Reliable Automation","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Innovation for Defence Excellence and Security","keywords":"Automation; Computer science; Self-confidence; Human–computer interaction; Psychology; Reliability engineering; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00452374,0.0003929373,0.000410291,0.0005997493,0.0006423722,0.002107212,0.0003420057,0.000572793,0.00135705],"category_scores_gemma":[0.06046245,0.0002867649,0.0003676488,0.0002158057,0.0009366259,0.001025388,0.001332174,0.0009912665,0.0001919896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661189,"about_ca_system_score_gemma":0.0006375041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913157,"about_ca_topic_score_gemma":0.002340557,"domain_scores_codex":[0.9957587,0.002193529,0.0002464178,0.0003794114,0.001053307,0.0003686484],"domain_scores_gemma":[0.941855,0.03853283,0.009574865,0.00275615,0.003915291,0.003365889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005199404,0.002536956,0.7475727,0.0003717811,0.0004208604,0.0006498052,0.06484072,0.006127972,0.05113209,0.001331537,0.0006516971,0.1191645],"study_design_scores_gemma":[0.0000893453,0.003220633,0.963784,0.00009605227,0.0001499219,0.0002852706,0.01006984,0.0122256,0.006561747,0.002047167,0.001295256,0.0001751957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980651,0.00003289756,0.001077868,0.00003922312,0.000005004646,0.000009665991,0.00001065337,0.00001068786,0.0007489924],"genre_scores_gemma":[0.9995127,0.00001213442,0.0003114733,0.00001000016,0.000002719564,0.000009180631,0.00001129903,0.000004113153,0.0001264385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00452374,"threshold_uncertainty_score":0.02392411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007721855790160981,"score_gpt":0.2670255005572794,"score_spread":0.2593036447671184,"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."}}