{"id":"W1944999030","doi":"10.47678/cjhe.v27i2/3.183304","title":"The Effects of Social Psychological Variables and Gender on the Grade Point Averages and Educational Expectations of University Students: A Case Study","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Affect (linguistics); Psychology; Educational attainment; Social psychology; Structural equation modeling; Point (geometry); Social influence; Developmental psychology; Variables; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007867708,0.00006082658,0.0001057546,0.0001108324,0.002610312,0.0001373058,0.0003353582,0.00003329232,0.00005648565],"category_scores_gemma":[0.0007309036,0.00004049181,0.00002705269,0.0001014539,0.0007906174,0.0001436258,0.00002061408,0.0001287123,5.176166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453369,"about_ca_system_score_gemma":0.001315786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009661085,"about_ca_topic_score_gemma":0.01270557,"domain_scores_codex":[0.9987751,0.000566066,0.0001569281,0.00009344972,0.0002716207,0.0001368086],"domain_scores_gemma":[0.9978733,0.001129996,0.000308626,0.0001405039,0.0003883085,0.0001592364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003330251,0.0008472793,0.5502334,0.00004131628,0.0003195136,0.00004141309,0.2533891,5.489621e-7,0.00003667985,0.1482874,0.0455708,0.001199234],"study_design_scores_gemma":[0.0002062883,0.0001093021,0.850242,0.00001439806,0.00004247014,0.00001430261,0.1410912,5.305995e-8,0.000003322851,0.002626967,0.005608773,0.00004095823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723869,0.0007137451,9.748172e-7,0.02505644,0.0006292795,0.0002642087,0.000003652593,9.138118e-7,0.0009438854],"genre_scores_gemma":[0.9977001,0.00008781243,0.0000313552,0.0000527455,0.0002114891,0.000006597767,2.813438e-7,0.000003074963,0.001906522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000086,"threshold_uncertainty_score":0.9986882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676324610725329,"score_gpt":0.4220564084094925,"score_spread":0.3752931623022392,"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."}}