{"id":"W2123180307","doi":"10.1177/00222194040370040101","title":"Beyond Transition","year":2004,"lang":"en","type":"article","venue":"Journal of Learning Disabilities","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Legislation; Psychology; Learning disability; Work (physics); Gerontology; Developmental psychology; Political science; Medicine; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001078486,0.00005539697,0.0001227238,0.00005311222,0.000282607,0.00007183319,0.0001159916,0.00004165191,0.0007563603],"category_scores_gemma":[0.00118332,0.00005008788,0.0001229369,0.0001149849,0.0003996218,0.0003357467,0.000005031716,0.0001942903,0.00003425726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979849,"about_ca_system_score_gemma":0.0003327256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003014431,"about_ca_topic_score_gemma":0.0001670603,"domain_scores_codex":[0.9989319,0.0001843888,0.0002799126,0.00006519783,0.0003829794,0.0001555584],"domain_scores_gemma":[0.999365,0.0001858891,0.0001174026,0.00005745092,0.0001611568,0.000113083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006691502,0.000665899,0.0260837,0.00004372208,0.00004099274,0.000001935607,0.7775116,0.009006254,0.0001134785,0.177985,0.001172949,0.007307563],"study_design_scores_gemma":[0.0005572215,0.0003223051,0.003741058,0.00006733212,0.00002789532,0.000009074844,0.7776234,0.00000176314,0.0001006515,0.1059101,0.1115006,0.0001386081],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504501,0.00008717213,0.0003103892,0.02065985,0.0005475284,0.00005690187,4.615514e-7,0.00002477954,0.02786277],"genre_scores_gemma":[0.9976655,0.00004737667,0.000354111,0.00014383,0.0004547523,0.000001624844,7.362993e-7,0.000005451489,0.001326647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103277,"threshold_uncertainty_score":0.8281615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744376786188232,"score_gpt":0.3289129069927221,"score_spread":0.3014691391308397,"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."}}