{"id":"W4406289116","doi":"10.53889/jpig.v4i2.351","title":"Gender Correlates on Knowledge, Skills, Competencies Gained From and Impact of a Graduate Degree","year":2024,"lang":"en","type":"article","venue":"Jurnal Pendidikan Indonesia Gemilang","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern College","funders":"","keywords":"Degree (music); Psychology; Graduate degree; Mathematics education; Medical education; Pedagogy; Medicine; Physics","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":[0.0005549339,0.0001766789,0.00026479,0.0001856646,0.0002665398,0.0001361131,0.0001974285,0.0001167459,0.0003884695],"category_scores_gemma":[0.00008907081,0.0001399335,0.0001717391,0.0003776542,0.0002952578,0.0001667772,0.00004007177,0.0002898819,0.0001225794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022455,"about_ca_system_score_gemma":0.0005163006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003150114,"about_ca_topic_score_gemma":0.00037886,"domain_scores_codex":[0.9985017,0.0002387784,0.0003009953,0.0003029346,0.0003448944,0.000310651],"domain_scores_gemma":[0.9987899,0.0006140926,0.00008161673,0.0001851685,0.0001065302,0.0002226647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000578603,0.0004144122,0.9036795,0.00007192653,0.0002156378,0.00002491701,0.06562817,0.00001388093,0.0005859495,0.005806797,0.01788913,0.005611744],"study_design_scores_gemma":[0.0002238102,0.00007511982,0.9925454,0.000114618,0.00004788125,0.000005104283,0.001336207,0.00005611333,0.00009250346,0.002774678,0.002541931,0.0001866935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886128,0.001320797,0.00003269184,0.0005577425,0.0006943239,0.0001699764,0.00004702578,0.0001069158,0.008457761],"genre_scores_gemma":[0.9986665,0.0002085493,0.000120024,0.00005353261,0.0004621597,0.000009163306,0.00002045175,0.00001864091,0.0004410176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08886577,"threshold_uncertainty_score":0.5706325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07354505251633578,"score_gpt":0.3672958410083072,"score_spread":0.2937507884919714,"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."}}