{"id":"W3169748968","doi":"","title":"You are entitled to access the full text of this document Investigating logistics issues in service quality of SMEs in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Service quality; Quality (philosophy); Service (business); Marketing; Operations management; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002638645,0.0004316808,0.0007767985,0.0006351615,0.0001126536,0.0002753332,0.001491498,0.00008861628,0.0006189714],"category_scores_gemma":[0.0005735001,0.0003656324,0.0001386794,0.002644177,0.0001220103,0.0004237823,0.001678729,0.0002802815,0.00008700419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527854,"about_ca_system_score_gemma":0.00002316093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203475,"about_ca_topic_score_gemma":0.004776104,"domain_scores_codex":[0.9961262,0.0001785442,0.00138714,0.000728704,0.0009203506,0.0006590001],"domain_scores_gemma":[0.9980296,0.0002149017,0.0007783378,0.0007297667,0.0001916802,0.00005574724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004700672,0.0005567139,0.6278985,0.01154148,0.0003022182,0.00009122253,0.01001148,0.2484248,0.0004954589,0.05447327,0.03824639,0.007488428],"study_design_scores_gemma":[0.009622063,0.0002739032,0.4405847,0.004889322,0.000479213,9.030367e-7,0.09069056,0.1573934,0.000993483,0.03051384,0.2611646,0.003394022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6627823,0.0006605995,0.008245074,0.2876567,0.000839985,0.007487054,0.00007731119,0.0003417028,0.03190928],"genre_scores_gemma":[0.9858307,0.00006986123,0.00113328,0.01179213,0.0002653229,0.0001663986,0.00006540127,0.00004660006,0.0006302615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230485,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04824533833457614,"score_gpt":0.2965430585716466,"score_spread":0.2482977202370705,"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."}}