{"id":"W4324362876","doi":"10.1177/21651434231154584","title":"Factors Related to Accessing Postsecondary School Supports by English Learners With Disabilities","year":2023,"lang":"en","type":"article","venue":"Career Development and Transition for Exceptional Individuals","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Education Sciences; York University; U.S. Department of Education","keywords":"Psychology; Postsecondary education; Receipt; Logistic regression; Longitudinal study; Autonomy; Special education; Empowerment; Medical education; Higher education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000675298,0.0001518248,0.0001520144,0.0001482524,0.0007786299,0.000235994,0.0001057563,0.0000933355,0.001265932],"category_scores_gemma":[0.0001499959,0.0001380633,0.00004784648,0.0003489178,0.0002282863,0.0004549085,0.00001668748,0.00008216918,0.0000342705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683421,"about_ca_system_score_gemma":0.0004309658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003979965,"about_ca_topic_score_gemma":0.0001318567,"domain_scores_codex":[0.9985043,0.00006295487,0.000274976,0.000325687,0.0004930046,0.0003390549],"domain_scores_gemma":[0.9992056,0.0001907162,0.00004214031,0.00007192137,0.0001769286,0.0003126817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003658026,0.0001406782,0.2661998,0.0000798835,0.0001508308,4.353787e-7,0.6662642,0.00009265679,0.00004103666,0.003772291,0.05637987,0.006841728],"study_design_scores_gemma":[0.0007437879,0.0000941115,0.2593052,0.00008724212,0.00004033052,4.889044e-7,0.4428671,0.000001870405,0.0002836195,0.002088838,0.2939293,0.0005580449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992025,0.00001891916,0.000119521,0.004460427,0.0002956948,0.0005948839,0.000191935,0.0001967812,0.002096818],"genre_scores_gemma":[0.9920555,0.000007710114,0.000407375,0.0004357543,0.00006241541,0.0002042059,0.002272339,0.00001806263,0.004536685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375495,"threshold_uncertainty_score":0.999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06272923286743032,"score_gpt":0.3248983799075398,"score_spread":0.2621691470401095,"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."}}