{"id":"W3028500325","doi":"10.5430/rwe.v11n2p50","title":"A Study on the Influence of Consultant Capacity on Consulting Utilization and Social Network: Focused on Moderating Effect of Gender","year":2020,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Innovation in Digital Healthcare Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hansung University","keywords":"Likert scale; Confirmatory factor analysis; Psychology; Exploratory factor analysis; Feeling; Descriptive statistics; Path analysis (statistics); Structural equation modeling; Social network (sociolinguistics); Social psychology; Scale (ratio); Applied psychology; Statistics; Computer science; Clinical psychology; Psychometrics; Developmental psychology","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":[0.006632507,0.0001319354,0.0003897951,0.0002276474,0.0006505376,0.00001909663,0.0001627071,0.00008443015,0.00001516024],"category_scores_gemma":[0.00177251,0.00009935372,0.00002242019,0.0009660492,0.0001755025,0.00009432543,0.0001160722,0.001139251,0.00001979712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183071,"about_ca_system_score_gemma":0.0002609577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242165,"about_ca_topic_score_gemma":0.000164635,"domain_scores_codex":[0.9944518,0.003455455,0.0009438728,0.0003153009,0.0003452599,0.0004883714],"domain_scores_gemma":[0.9903116,0.008590151,0.0003639871,0.0002097422,0.0004603184,0.00006419151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001642274,0.0002172741,0.7985128,0.002819515,0.00008103951,0.000006835711,0.04137155,0.007626227,0.0001214255,0.1426151,0.001387025,0.003598952],"study_design_scores_gemma":[0.0246566,0.01227417,0.7463342,0.00990173,0.00002966254,0.000001638308,0.07522608,0.1101309,0.003759885,0.01243641,0.003903052,0.001345642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757659,0.000009505267,0.000008715885,0.002236337,0.00005166851,0.003458999,0.00001811925,0.00001832487,0.01843245],"genre_scores_gemma":[0.9988788,0.000001142878,0.00001109234,0.0005605809,0.0001592224,0.0003467274,0.000003383903,0.00001766948,0.00002136195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301786,"threshold_uncertainty_score":0.5003475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4966403461989584,"score_gpt":0.5117411916771606,"score_spread":0.01510084547820217,"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."}}