{"id":"W2264866980","doi":"10.5539/mas.v10n5p10","title":"Evaluation of Maturity Level of QSE Management Systems: Empirical Analysis, Case of Moroccan Companies","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Documentation; Business; Management system; Quality management system; Audit; Process management; Quality (philosophy); Reputation; Computer science; Quality management; Knowledge management; Accounting; Operations management; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006570443,0.0001480874,0.0004430636,0.0008086181,0.000121156,0.00006442019,0.0005113322,0.000039588,0.00003654945],"category_scores_gemma":[0.00005949504,0.000108084,0.00009540829,0.001726772,0.0004666442,0.000528433,0.0003300482,0.00003578946,0.00001277028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007841453,"about_ca_system_score_gemma":0.00004160916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009466179,"about_ca_topic_score_gemma":0.0002421738,"domain_scores_codex":[0.9969695,0.00004245906,0.0006830518,0.000413756,0.001643279,0.0002479351],"domain_scores_gemma":[0.9979649,0.00004516113,0.0007392215,0.000590999,0.0006411451,0.00001853719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002730582,0.001604504,0.02071466,0.007576345,0.002146491,0.00003921766,0.002492968,0.03911331,0.1354255,0.7289711,0.001788479,0.05985438],"study_design_scores_gemma":[0.002063786,0.00001968829,0.0382864,0.0002630954,0.00327087,0.000005024873,0.004357826,0.9316002,0.002743531,0.0164198,0.000479894,0.0004899589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364297,0.00006342424,0.1416664,0.0001004049,0.0001551553,0.0008343058,0.00002479661,0.00003591366,0.02068988],"genre_scores_gemma":[0.9995618,0.000002872252,0.0002069257,0.0000377557,0.00004484338,0.00004001997,0.000003629829,0.000007108952,0.00009505815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8924868,"threshold_uncertainty_score":0.4407536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2007057157978588,"score_gpt":0.3518514328603032,"score_spread":0.1511457170624445,"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."}}