{"id":"W4295706209","doi":"10.14507/epaa.30.6834","title":"Scaling up community college baccalaureates in Washington State: Labor market outcomes and equity implications for higher education","year":2022,"lang":"en","type":"article","venue":"Education Policy Analysis Archives","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Joyce Foundation","keywords":"Bachelor; Earnings; Graduation (instrument); Higher education; Equity (law); Educational attainment; Demographic economics; Quarter (Canadian coin); Political science; Sociology; Economic growth; Economics; Accounting; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001763693,0.0001659667,0.0003374681,0.001488799,0.00334427,0.0001704782,0.0005587414,0.0000336389,0.0004770344],"category_scores_gemma":[0.001341199,0.0001762228,0.0001486193,0.002986563,0.0003760657,0.0002637147,0.0003390161,0.0003419048,0.000001994976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869553,"about_ca_system_score_gemma":0.00319462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02490945,"about_ca_topic_score_gemma":0.007060113,"domain_scores_codex":[0.9965063,0.001954986,0.0004296601,0.0003317869,0.0003193728,0.0004579044],"domain_scores_gemma":[0.9961242,0.00281057,0.0002186194,0.000439958,0.000179143,0.000227529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003148521,0.001182118,0.7201855,0.00004496825,0.0003311515,2.287105e-8,0.06816434,0.00008530656,0.00005189067,0.1716591,0.01819849,0.02006564],"study_design_scores_gemma":[0.0001426448,0.00001445886,0.8273663,0.000006546502,0.00009388374,1.15552e-7,0.03101667,0.00002361383,0.000005957386,0.05961534,0.08156516,0.0001493445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074088,0.000645833,0.00006157797,0.1680795,0.0004717633,0.001131976,0.0006773795,0.0000741716,0.02144901],"genre_scores_gemma":[0.9479464,0.0002650515,0.0008224996,0.001228323,0.000189471,0.001971938,0.0002207491,0.00001601735,0.04733953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668512,"threshold_uncertainty_score":0.9979532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151880387826042,"score_gpt":0.4613855254879521,"score_spread":0.4098667216096917,"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."}}