{"id":"W4386303270","doi":"10.32920/24058710","title":"The Integration of Human Factors to Warehousing and Manual Order Picking Operations","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Toronto Metropolitan University; Dalhousie University","funders":"","keywords":"Usability; Computer science; Human error; Human reliability; Quality (philosophy); Reliability (semiconductor); Reliability engineering; Checklist; Risk analysis (engineering); Operations research; Engineering; Human–computer interaction","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":[0.005602965,0.0006201279,0.0004712988,0.003203916,0.0008550219,0.003581819,0.0005862352,0.0006695968,0.004139288],"category_scores_gemma":[0.01691189,0.0003766501,0.0009928704,0.003428768,0.0006494333,0.001777757,0.001207906,0.0007702594,0.0003978428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214675,"about_ca_system_score_gemma":0.005554048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156495,"about_ca_topic_score_gemma":0.01435102,"domain_scores_codex":[0.9932715,0.002495045,0.000463016,0.0006379495,0.0027677,0.0003648694],"domain_scores_gemma":[0.9678586,0.02347418,0.003134735,0.001002918,0.004161788,0.0003679236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002990571,0.0005155136,0.1685124,0.007019699,0.0005705584,0.0005323628,0.009236539,0.01818179,0.007984419,0.01063135,0.004646022,0.7718703],"study_design_scores_gemma":[0.00004758737,0.002449149,0.8088837,0.005992562,0.001280595,0.001061084,0.02552954,0.03138978,0.01478784,0.01280341,0.09541553,0.0003591702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7906511,0.02492343,0.1055734,0.004020323,0.0004301594,0.001467646,0.001529563,0.0006857791,0.07071847],"genre_scores_gemma":[0.9582442,0.005870371,0.02958895,0.0003627377,0.0000876312,0.0002572845,0.0003347574,0.00003168644,0.005222391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156495,"threshold_uncertainty_score":0.02963167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919421137776771,"score_gpt":0.3091696666722841,"score_spread":0.2599754552945164,"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."}}