{"id":"W4382893553","doi":"10.56879/ijbm.v2i1.18","title":"A Comparative Analysis Career Drivers Marketing &amp; Financial Professionals using RSI Psychometric Tool","year":2023,"lang":"en","type":"article","venue":"International Journal of Business and Management (IJBM)","topic":"Leadership, Behavior, and Decision-Making Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Personality; Psychology; Test (biology); Population; Applied psychology; Cluster sampling; Cluster (spacecraft); Empirical research; Personality test; Clinical psychology; Social psychology; Psychometrics; Test validity; Demography; Statistics; Mathematics; Computer science; Sociology","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":[0.003587487,0.0001997458,0.0006002606,0.004241921,0.0002702109,0.0004854998,0.0008615676,0.00006151962,0.0002039126],"category_scores_gemma":[0.001802121,0.0001425725,0.0002904161,0.005666721,0.0001107271,0.0006091138,0.0004640912,0.0001629711,0.0000462587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035641,"about_ca_system_score_gemma":0.00006802324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116602,"about_ca_topic_score_gemma":0.00005643861,"domain_scores_codex":[0.9952212,0.0001909962,0.001027198,0.0003825867,0.002924982,0.0002530354],"domain_scores_gemma":[0.9952258,0.001107989,0.000899272,0.0002247774,0.002466073,0.00007608814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002403005,0.001002698,0.4527214,0.0000934702,0.007326366,0.001344508,0.01095286,0.03177016,0.0003059353,0.003662035,0.2045647,0.2838528],"study_design_scores_gemma":[0.001066871,0.00002585024,0.9526758,0.0002745466,0.0005151966,0.00002483983,0.006430211,0.001321115,0.000007510496,0.002130333,0.03525872,0.0002690102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754785,0.0003247913,0.01764971,0.002665818,0.00270678,0.0001783444,0.00002433991,0.00002152499,0.0009502164],"genre_scores_gemma":[0.9943274,0.0003709258,0.002751502,0.0002688507,0.0003048453,0.000005114189,0.000007258812,0.000008066509,0.00195605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4999544,"threshold_uncertainty_score":0.581394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2557535440507826,"score_gpt":0.4509555731156828,"score_spread":0.1952020290649002,"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."}}