{"id":"W6983759572","doi":"","title":"Nonusable Enterprise Systems and Productivity and Well-Being of Canadian Automobile Dealership Accountants","year":2021,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Productivity; Enterprise software; Enterprise system; Enterprise planning system; Enterprise life cycle; Enterprise systems engineering; Enterprise information system; Activity-based costing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001815294,0.0001166178,0.0002454653,0.0004449464,0.000158273,0.00005891073,0.00008064532,0.0001377713,0.00002572396],"category_scores_gemma":[0.0002940212,0.0001298042,0.00003203427,0.0007385256,0.00008978231,0.0003195761,0.0001168742,0.0003131031,0.000005423851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108621,"about_ca_system_score_gemma":0.0002905169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739022,"about_ca_topic_score_gemma":0.0166422,"domain_scores_codex":[0.9990992,0.00007763354,0.0001072292,0.0003151672,0.0001545982,0.0002461821],"domain_scores_gemma":[0.9990351,0.0001064044,0.00005600384,0.000255861,0.000164593,0.0003820012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001777449,0.0001109254,0.9879348,0.0004192385,0.0001765484,0.002464266,0.0009653488,0.0000731743,0.001559706,0.002727513,0.0008362117,0.002554468],"study_design_scores_gemma":[0.006153237,0.0004714123,0.828355,0.004373198,0.001089134,0.001199353,0.01019263,0.001780471,0.01127893,0.0001931023,0.1338964,0.001017157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747605,0.001393334,0.00006196349,0.0002955367,0.0001228251,0.0001923833,0.00001148061,0.00003440361,0.02312751],"genre_scores_gemma":[0.9957438,0.0003727887,0.0003114115,0.00004241375,0.00005140606,4.889133e-7,0.00001627617,0.00001124727,0.003450181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595799,"threshold_uncertainty_score":0.9891531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147683329612205,"score_gpt":0.2069302606883381,"score_spread":0.1954534273922161,"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."}}