{"id":"W785546731","doi":"","title":"EXPERIENCES OF TRANSITION FROM UNIVERSITY TO KNOWLEDGE WORK FOR GRADUATES WITH LEARNING DISABILITIES","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transition (genetics); Work (physics); School-to-work transition; Mathematics education; Psychology; Pedagogy; Medical education; Engineering; Medicine; Mechanical engineering; Chemistry; Vocational education","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":[],"consensus_categories":[],"category_scores_codex":[0.00001485809,0.0001194742,0.0001720448,0.00006410395,0.00004494102,0.00001753075,0.00007491569,0.0000685292,0.0001670774],"category_scores_gemma":[0.000003932835,0.0001095218,0.00004901102,0.00005062142,0.00001697258,0.00007300917,0.000002214633,0.00006368566,0.00000807265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000360485,"about_ca_system_score_gemma":0.00001145446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051238,"about_ca_topic_score_gemma":0.0006696505,"domain_scores_codex":[0.9996587,0.000005566575,0.00009359081,0.0001195863,0.00003470185,0.00008788011],"domain_scores_gemma":[0.9997542,0.00008502966,0.00002097952,0.00006102942,0.00004443146,0.00003431609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002517984,0.00004087235,0.0003238857,0.0005169218,0.0001946187,1.888862e-7,0.9788663,0.01326679,0.0006487952,0.00145059,0.001484869,0.002954311],"study_design_scores_gemma":[0.0002962929,0.0002054844,0.003122953,0.0003492418,0.00007417298,3.36073e-8,0.9799272,0.001554644,0.01165184,0.0002171185,0.002083662,0.000517314],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948784,0.00006676854,0.0008653517,0.000001951504,0.0001831689,0.0001998691,0.00001240987,0.00007262362,0.003719523],"genre_scores_gemma":[0.9938653,0.00001420143,0.000606266,6.560916e-7,0.00003386809,0.00002061168,0.0003813918,0.00002093581,0.005056767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171215,"threshold_uncertainty_score":0.4466168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052255395303438,"score_gpt":0.197342747544098,"score_spread":0.1868201935910636,"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."}}