{"id":"W2162363314","doi":"10.3386/w14261","title":"Ability, Gender, and Performance Standards: Evidence from Academic Probation","year":2008,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Criminology; Political science; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009863258,0.0002568607,0.0006202373,0.001282798,0.0008232123,0.001396751,0.00187629,0.001280875,0.005858578],"category_scores_gemma":[0.05076946,0.000352366,0.0008564052,0.001476655,0.001420941,0.0007875226,0.001987739,0.001710712,0.0007915036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080861,"about_ca_system_score_gemma":0.0006219388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013223,"about_ca_topic_score_gemma":0.008074578,"domain_scores_codex":[0.9934488,0.004206757,0.0003056703,0.0005832285,0.0008142157,0.0006413229],"domain_scores_gemma":[0.8992503,0.0560764,0.03160601,0.006622534,0.002092773,0.004352039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001558344,0.0008968894,0.9869621,0.00003683929,0.0003124104,0.0001383324,0.001256706,0.0001621751,0.0001388953,0.0008712737,0.0004233205,0.007242762],"study_design_scores_gemma":[0.00007801163,0.000774264,0.9952202,0.00003219859,0.0001808745,0.0001131224,0.001112289,0.0006594891,0.0002061347,0.0005777438,0.001030865,0.00001475754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972973,0.0005009111,0.0002694099,0.0002859683,0.00001467549,0.00001471701,0.000272032,0.000004743182,0.001340294],"genre_scores_gemma":[0.9986877,0.0001364932,0.0001241433,0.0000940285,0.00001480531,0.00001587261,0.0002927224,0.00000367531,0.0006306787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013223,"threshold_uncertainty_score":0.05216253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4081733751144954,"score_gpt":0.4861293918815688,"score_spread":0.07795601676707348,"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."}}