{"id":"W2981308385","doi":"10.82396/cjcd.v17i1.3125","title":"Employment Outcomes of Canadian Postsecondary Students with Learning Disabilities","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Postsecondary education; Psychology; Population; Perception; Job satisfaction; Learning disability; Medical education; Higher education; Medicine; Social psychology; Developmental psychology; Environmental health; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001377291,0.0001004984,0.0004720287,0.0004179674,0.0004242458,0.00003560301,0.0005705527,0.00005047408,0.001211404],"category_scores_gemma":[0.0002369428,0.00007799386,0.0003077864,0.00115181,0.0005602716,0.0001744988,0.00006007466,0.0001812945,0.000003582767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294815,"about_ca_system_score_gemma":0.001241436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4433186,"about_ca_topic_score_gemma":0.9163622,"domain_scores_codex":[0.9979936,0.0005907805,0.0003322685,0.0001099605,0.000766349,0.0002070607],"domain_scores_gemma":[0.9981698,0.0003970926,0.0004470586,0.0002124752,0.0005783612,0.0001952094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852202,0.0002038547,0.9564916,0.000009179638,0.002134982,0.000008321601,0.03686934,0.002920808,0.00002891454,0.000678942,0.0001552657,0.0003135104],"study_design_scores_gemma":[0.001157633,0.0002111287,0.6742614,0.00003109504,0.002835511,0.000005072239,0.3097934,0.00005136403,0.000006164135,0.0003099506,0.01117831,0.0001590094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991812,0.00004151219,0.000154963,0.003826425,0.0002963402,0.00007705131,0.00001428473,0.000004576775,0.003772851],"genre_scores_gemma":[0.9941685,0.0002271528,0.0001247323,0.00003780444,0.00007526216,4.113177e-8,0.00000888694,0.000004610972,0.005352982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4730436,"threshold_uncertainty_score":0.9997016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596834332761148,"score_gpt":0.2741030784129163,"score_spread":0.2581347350853048,"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."}}