{"id":"W3081244567","doi":"10.1080/03069885.2020.1811205","title":"Career counselling university students with learning disabilities","year":2020,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Maturity (psychological); Diversity (politics); Career development; Psychology; Career counseling; Medical education; Pedagogy; Cognitive Information Processing; Social justice; Career portfolio; Counseling psychology; Applied psychology; Sociology; Medicine; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132689,0.000209289,0.0003113274,0.0007082158,0.004821991,0.002319165,0.0006112581,0.00166632,0.02155603],"category_scores_gemma":[0.004586874,0.0001645335,0.0002950781,0.0008407836,0.0008672002,0.0006798805,0.004526758,0.001632764,0.003960477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183274,"about_ca_system_score_gemma":0.005304199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877868,"about_ca_topic_score_gemma":0.008501437,"domain_scores_codex":[0.9989464,0.0003046621,0.00004690315,0.00005509176,0.000168048,0.0004789526],"domain_scores_gemma":[0.9971485,0.0002743378,0.0002345578,0.00007004663,0.0002674249,0.002005164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002661244,0.003880671,0.1839862,0.0007960892,0.00002799628,0.00449085,0.1101536,0.0003224694,0.003891784,0.007367883,0.08464392,0.6001724],"study_design_scores_gemma":[0.00009859818,0.002029071,0.3002868,0.001903024,0.00003587582,0.01720228,0.3026219,0.0006546517,0.001982871,0.005606948,0.3674601,0.0001178695],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271238,0.003688367,0.0004943396,0.01640404,0.0005792882,0.000161185,0.0001088257,0.00009536972,0.05134485],"genre_scores_gemma":[0.9617878,0.003254633,0.0008795559,0.003433905,0.0001435971,0.0001260636,0.00008268449,0.00001419422,0.03027755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02155603,"threshold_uncertainty_score":0.07211208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284747528584019,"score_gpt":0.2766566177336478,"score_spread":0.2438091424478076,"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."}}