{"id":"W2525799131","doi":"10.1177/0264619616658924","title":"Linking schools, universities, and businesses to mobilize resources and support for career choice and development of students who are visually impaired","year":2016,"lang":"en","type":"article","venue":"British Journal of Visual Impairment","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Visually impaired; Outreach; Apprenticeship; Visual impairment; Curriculum; Medical education; Psychology; Pedagogy; Mathematics education; Medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003580131,0.000309528,0.0002792466,0.001521882,0.008099784,0.003867055,0.0009468217,0.00131578,0.01176145],"category_scores_gemma":[0.008067637,0.0004137961,0.000385425,0.0009098406,0.001728321,0.002911519,0.0130089,0.001628427,0.001692308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842403,"about_ca_system_score_gemma":0.009106358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005976833,"about_ca_topic_score_gemma":0.02286045,"domain_scores_codex":[0.99657,0.001833911,0.00009154654,0.0002054492,0.0003508026,0.0009482615],"domain_scores_gemma":[0.9931133,0.001064314,0.0006257751,0.0003781665,0.0006609805,0.004157411],"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":[0.0001833908,0.005751366,0.32216,0.0004177671,0.00007253277,0.002355621,0.2126498,0.0004715762,0.002682893,0.005770017,0.01396992,0.4335151],"study_design_scores_gemma":[0.0001114119,0.001498576,0.1566567,0.0008679923,0.00009677227,0.002009449,0.7184322,0.0005690519,0.001519428,0.005310608,0.1128182,0.0001096623],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973249,0.0004629816,0.001365623,0.005083554,0.00012105,0.0001955101,0.0000294462,0.00004658605,0.01944637],"genre_scores_gemma":[0.9901916,0.0003837793,0.002904679,0.0009804779,0.00002160224,0.0000991694,0.00002816606,0.000009569657,0.005381003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176145,"threshold_uncertainty_score":0.03934598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462854280019429,"score_gpt":0.3562004976671684,"score_spread":0.3215719548669742,"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."}}