{"id":"W2039855392","doi":"10.1007/s10775-014-9270-6","title":"Career guidance for learning-disabled youth","year":2014,"lang":"en","type":"article","venue":"International Journal for Educational and Vocational Guidance","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Vocational education; Intervention (counseling); Affect (linguistics); Career counseling; Career development; Medical education; Special populations; Population; Pedagogy; Applied psychology; Medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001804292,0.0001470909,0.0001471959,0.0001185839,0.00100712,0.0003395954,0.0004757133,0.00007585811,0.0002470023],"category_scores_gemma":[0.003991473,0.0001489963,0.000144797,0.0001058797,0.0002462819,0.0003750774,0.00002729608,0.0001342447,0.00002478046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128383,"about_ca_system_score_gemma":0.0008515342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309741,"about_ca_topic_score_gemma":0.0001412349,"domain_scores_codex":[0.9981524,0.0001267429,0.0004574927,0.000303988,0.0006610944,0.0002982906],"domain_scores_gemma":[0.9961584,0.001011456,0.0002686296,0.00009852942,0.002219579,0.0002434678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001861826,0.0004602906,0.02744628,0.00003311189,0.00015622,6.234343e-8,0.01134009,0.0003913568,0.00009827074,0.8859882,0.05261328,0.02128661],"study_design_scores_gemma":[0.0008128979,0.00007786386,0.02648311,0.00007152226,0.0000288582,0.000008739207,0.003446274,0.0002730945,0.00004246454,0.1450856,0.8234183,0.0002512914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1314907,0.00175209,0.08181957,0.630174,0.04464411,0.002834434,0.0005725009,0.0002211504,0.1064914],"genre_scores_gemma":[0.9502937,0.0001237613,0.009583747,0.002125091,0.009112062,0.0003649759,0.0003094594,0.0000257347,0.02806144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8188031,"threshold_uncertainty_score":0.7746053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668881048403485,"score_gpt":0.3944266810747556,"score_spread":0.3275385762344071,"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."}}