{"id":"W1495032067","doi":"10.5539/hes.v5n4p119","title":"Predictors of Performance in Introductory Finance: Variables within and beyond the Student’s Control","year":2015,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procrastination; Attendance; Psychology; Control (management); Mathematics education; Academic achievement; Higher education; Social psychology; Computer science; Economics","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":[0.0006787272,0.0001478268,0.0002646869,0.0001070996,0.0001670763,0.00001432977,0.0001229676,0.0000480356,0.00002033209],"category_scores_gemma":[0.00007409633,0.0001079098,0.00001976741,0.0002942743,0.000374963,0.0001411503,0.00005810957,0.0001323606,0.0000118129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066718,"about_ca_system_score_gemma":0.0001294236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004393994,"about_ca_topic_score_gemma":0.00003811954,"domain_scores_codex":[0.9988554,0.0001463257,0.0003529626,0.0002703554,0.0002081937,0.0001667582],"domain_scores_gemma":[0.9988453,0.0001781749,0.0002035124,0.0002295545,0.0005169999,0.00002643466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005621075,0.0003119605,0.9013134,0.00004213449,0.000285368,1.641787e-7,0.03960074,0.00007917001,0.00001329408,0.01505716,0.04287035,0.0003700386],"study_design_scores_gemma":[0.0008126201,0.0001162374,0.9235759,0.00002391535,0.00006236562,0.000004115289,0.03005437,0.000003439744,0.00001825622,0.0005372131,0.04468885,0.0001027302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588569,0.02582527,0.000007298484,0.002807612,0.006774297,0.0003163382,0.000004590947,0.00003011028,0.005377626],"genre_scores_gemma":[0.9901551,0.0007123305,0.00008080454,0.0003947388,0.0004876312,0.0003731916,0.000002281717,0.0000117063,0.007782203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03129825,"threshold_uncertainty_score":0.4400433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291853205951152,"score_gpt":0.3366230899947462,"score_spread":0.307437769399631,"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."}}