{"id":"W4247538955","doi":"10.31227/osf.io/d38ys","title":"Effect of Communication, Governance and Financial Capability on Service Quality and Lecturer Performance","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporate governance; Service quality; Quality (philosophy); Service (business); Structural equation modeling; Sample (material); Business; Population; Accounting; Psychology; Marketing; Finance; Mathematics; Statistics; Sociology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763588,0.0002490245,0.0004076878,0.00003789931,0.0002628472,0.0001857153,0.0004556195,0.0001710314,0.00004059653],"category_scores_gemma":[0.0008659874,0.0002086798,0.00004792715,0.00005309948,0.0001843803,0.0002805867,0.001345416,0.0003997902,0.000006307592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001967586,"about_ca_system_score_gemma":0.00003255325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006500396,"about_ca_topic_score_gemma":0.0006546653,"domain_scores_codex":[0.998883,0.00006415611,0.0003149068,0.0003926429,0.0001993452,0.0001459217],"domain_scores_gemma":[0.9978547,0.000243436,0.000586207,0.001074927,0.0002297248,0.0000110794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003584591,0.00004543684,0.9053691,0.005635276,0.00001223995,3.535758e-7,0.00006310663,0.00002478894,0.00008845759,0.000899257,0.0003635463,0.08713996],"study_design_scores_gemma":[0.0003611898,0.00001281589,0.9950715,0.0004339047,0.00007592116,3.995236e-7,0.000002065339,0.0003789254,0.0001669546,0.0003163599,0.002949521,0.0002304921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912229,0.0003357169,0.000005232628,0.0006113366,0.0001680131,0.0004064067,0.00001216254,0.00004563003,0.007192581],"genre_scores_gemma":[0.9990131,0.0001772111,0.00005045381,0.0005454731,0.00007668589,0.00003589921,0.00001610409,0.00001135672,0.00007373364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08970234,"threshold_uncertainty_score":0.9826698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368993231506459,"score_gpt":0.2919150582026632,"score_spread":0.2682251258875986,"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."}}