{"id":"W1963898649","doi":"10.1108/13552510610654510","title":"Human error in maintenance: a review","year":2006,"lang":"en","type":"review","venue":"Journal of Quality in Maintenance Engineering","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Human error; Listing (finance); Risk analysis (engineering); Human reliability; Originality; Order (exchange); Reliability (semiconductor); Human resources; Value (mathematics); Engineering; Reliability engineering; Computer science; Business; Management; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01856181,0.0007560846,0.006074607,0.000922853,0.0001595737,0.00001304027,0.000998622,0.0009911276,0.0001169301],"category_scores_gemma":[0.004010007,0.00060581,0.001066357,0.001390016,0.00007042199,0.0002697172,0.0001669244,0.007617773,0.0000571117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880831,"about_ca_system_score_gemma":0.001336957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006577023,"about_ca_topic_score_gemma":0.000782888,"domain_scores_codex":[0.9845884,0.003318307,0.009341265,0.0004814691,0.0007879624,0.001482549],"domain_scores_gemma":[0.9923669,0.001890666,0.004191319,0.0007745835,0.0005044828,0.0002720151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000031118,0.0002272871,0.0004534799,0.8711112,0.0001108561,0.0007010627,0.001170452,0.0004387747,8.450916e-7,0.01053542,0.01985743,0.0953621],"study_design_scores_gemma":[0.0005309752,0.00004114047,0.000668837,0.3935566,0.00007565689,0.00005520381,0.0002800519,0.00001436101,1.128307e-8,0.0002259974,0.6041583,0.0003928035],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005953563,0.9935247,0.0002954754,0.002015865,0.001584074,0.001819784,0.00008054045,0.00004284806,0.0005771723],"genre_scores_gemma":[0.00007078863,0.9961793,0.0006852599,0.001078583,0.0008609151,0.0002015217,0.00003492534,0.0001119259,0.0007767644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5843009,"threshold_uncertainty_score":0.9996393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2390006783094809,"score_gpt":0.5429668015626707,"score_spread":0.3039661232531898,"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."}}