{"id":"W2939195737","doi":"10.3390/safety5020019","title":"A Controlled Experiment Investigating the Effects of Explanatory Manual on Adherence to Operating Procedures","year":2019,"lang":"en","type":"article","venue":"Safety","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Computer science; Standard operating procedure; Explanatory model; Duration (music); Production (economics); Operations management; Process management; Risk analysis (engineering); Operations research; Engineering; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171324,0.0001522318,0.0005062525,0.0001215241,0.0002063787,0.00007567366,0.0006812441,0.00004842027,0.0002162819],"category_scores_gemma":[0.006731983,0.00007894483,0.0001807161,0.0005157873,0.00006868583,0.000113602,0.0001343336,0.0001367739,0.0003900348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003182202,"about_ca_system_score_gemma":0.0001247634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006821909,"about_ca_topic_score_gemma":0.00004669012,"domain_scores_codex":[0.9970744,0.0004206901,0.0007251995,0.0004071055,0.001153614,0.000219047],"domain_scores_gemma":[0.9951451,0.003696198,0.0002779688,0.0006109884,0.0001614683,0.0001082659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004481921,0.0006628557,0.06688148,0.0003181652,0.0008460262,0.00003342447,0.09350184,0.05076519,0.3890356,0.05275707,0.01894943,0.321767],"study_design_scores_gemma":[0.03453331,0.01371809,0.2083179,0.003376048,0.000396932,0.0000202838,0.111069,0.04707506,0.5307396,0.03598465,0.01183794,0.002931134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892998,0.0002856388,0.0002693362,0.001056587,0.0002736373,0.0009181879,0.000003993069,0.0000187011,0.007874163],"genre_scores_gemma":[0.9969518,0.00001747879,0.0005727387,0.0008280252,0.00004754605,0.00007271119,8.780543e-7,0.000007510134,0.001501292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3188359,"threshold_uncertainty_score":0.8059298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553572305184884,"score_gpt":0.3606670096761614,"score_spread":0.3251312866243126,"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."}}