{"id":"W2085603187","doi":"10.5539/ibr.v7n4p92","title":"The Impact of Demographic and Academic Characteristics on Academic Performance","year":2014,"lang":"en","type":"article","venue":"International Business Research","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nationality; Psychology; Medical education; Descriptive statistics; Academic achievement; Test (biology); Sample (material); Academic year; Mathematics education; Medicine; Immigration; Political science","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":[0.0016435,0.000108477,0.0001187882,0.000327784,0.0002148006,0.0000306095,0.0006389574,0.0001546994,0.0002953093],"category_scores_gemma":[0.0004951239,0.00007019715,0.00004684236,0.0004879854,0.0004700841,0.0001438531,0.0001022989,0.0009967327,0.0002725732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004564218,"about_ca_system_score_gemma":0.00005421047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222029,"about_ca_topic_score_gemma":0.000002211079,"domain_scores_codex":[0.9983778,0.0001389087,0.0003193718,0.0002170114,0.0006252531,0.0003216449],"domain_scores_gemma":[0.9977676,0.001016035,0.0001083079,0.000225562,0.0008195092,0.00006297134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005907092,0.00006342975,0.8731518,0.0000239143,0.00009991293,0.000001517642,0.0003155423,0.0001128625,0.00133515,0.02068883,0.002662494,0.1009538],"study_design_scores_gemma":[0.0001417446,0.0001480259,0.9907734,0.00009589297,0.000001942544,0.00001862781,0.00003115122,0.002170092,0.000222855,0.001659668,0.004663915,0.00007263134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871194,0.0001928447,0.0001019288,0.001344716,0.0005157582,0.0001188036,0.00001792796,0.00001204146,0.01057662],"genre_scores_gemma":[0.9944878,0.003356265,0.000007435268,0.00005755952,0.0005047956,0.00003234128,0.00001780549,0.00001318823,0.001522873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176217,"threshold_uncertainty_score":0.4330363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360890953901053,"score_gpt":0.4804870879172521,"score_spread":0.3443979925271468,"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."}}