{"id":"W3154872423","doi":"","title":"Factors Affecting the Career Path Choice of Graduates: A Case of Omani","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Career path; Path analysis (statistics); Job security; Affect (linguistics); Regression analysis; Path coefficient; Psychology; Sample (material); Medical education; Management; Statistics; Medicine; Engineering; Mathematics; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009307142,0.0002476349,0.0002474269,0.001076773,0.007089182,0.00135564,0.0005845267,0.001191307,0.004371531],"category_scores_gemma":[0.001954072,0.0002077216,0.0002604875,0.00112302,0.001561236,0.0008116432,0.001991988,0.001744431,0.0002652637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074522,"about_ca_system_score_gemma":0.001878695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446121,"about_ca_topic_score_gemma":0.04776485,"domain_scores_codex":[0.9993348,0.0002370428,0.00001975725,0.00004714799,0.00007591524,0.0002853814],"domain_scores_gemma":[0.998978,0.0002782292,0.0002315267,0.00003859698,0.00007054272,0.0004031786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001806503,0.001048902,0.530154,0.0001207539,0.00002219881,0.1566179,0.2652923,0.0002254634,0.002337733,0.008826121,0.002638931,0.03253502],"study_design_scores_gemma":[0.0000195112,0.0003431329,0.4275979,0.0001939715,0.00002851817,0.05311574,0.50084,0.001154794,0.0004359033,0.003011051,0.01320303,0.00005648025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997425,0.00009764737,0.00007266932,0.0008844796,0.000007676306,0.000006889007,0.00000931688,8.761614e-7,0.00149541],"genre_scores_gemma":[0.9984046,0.000245369,0.0001488302,0.0001293896,0.00001108973,0.000006739104,0.00001158016,0.000001904855,0.001040565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446121,"threshold_uncertainty_score":0.02875412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208969310666633,"score_gpt":0.3177582648969301,"score_spread":0.2756685717902638,"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."}}