{"id":"W2115359605","doi":"","title":"Financial Stress, Self-Efficacy, and Financial Help-Seeking Behavior of College Students","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Finance; Psychology; Business; Stress (linguistics); Financial system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001818247,0.0003160012,0.0005094456,0.0004400888,0.0004970136,0.0001958605,0.0005468593,0.0001434534,0.00006339976],"category_scores_gemma":[0.0004240808,0.000302372,0.000185878,0.0006589242,0.0000761164,0.0007485622,0.0002670287,0.0009095473,0.00003578436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268355,"about_ca_system_score_gemma":0.0004934507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002445809,"about_ca_topic_score_gemma":0.00173048,"domain_scores_codex":[0.9965472,0.0000452672,0.0006838255,0.0003768424,0.0007778984,0.001569024],"domain_scores_gemma":[0.9986787,0.00005046734,0.0006609674,0.0002460529,0.0003357594,0.00002804529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257884,0.0006962512,0.8700597,0.00006907504,0.00003621791,0.00001222577,0.0000680123,0.000009184564,0.0003793467,0.1217686,0.0004889231,0.00628672],"study_design_scores_gemma":[0.003738077,0.0002742222,0.9540734,0.0002151222,0.0008347901,0.00003257203,0.0002138097,0.0006131478,0.0001106502,0.02647791,0.01273805,0.0006782197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982569,0.0004490982,0.000247736,0.00007440515,0.0003430052,0.0002912367,0.000006254424,0.0000546414,0.0002766742],"genre_scores_gemma":[0.9971883,0.000307966,0.0001080175,0.0002422924,0.001827442,0.00001130883,0.00001670309,0.00003955255,0.000258427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09529068,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005527676190197304,"score_gpt":0.2240307370866437,"score_spread":0.2185030608964464,"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."}}