{"id":"W4308052933","doi":"10.1080/09638288.2022.2140846","title":"The creation and implementation of an employment participation pathway model for youth with disabilities","year":2022,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Holland Bloorview Kids Rehabilitation Hospital Foundation","keywords":"Context (archaeology); Social model of disability; Supported employment; Psychology; Public relations; Construct (python library); Social engagement; Service delivery framework; Service (business); Political science; Business; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00227588,0.00009489281,0.0001251054,0.00002329765,0.001608221,0.00007103076,0.00008236272,0.00002777512,0.00003130606],"category_scores_gemma":[0.0004240673,0.00007353134,0.00004193393,0.0001317685,0.001750912,0.0003442692,0.00003286206,0.00005302712,1.05327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341319,"about_ca_system_score_gemma":0.0001567839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218964,"about_ca_topic_score_gemma":0.01052893,"domain_scores_codex":[0.9982955,0.0005127452,0.000355162,0.0002944246,0.0003482733,0.0001939246],"domain_scores_gemma":[0.9982172,0.001203843,0.0001270116,0.0002187682,0.0001433205,0.00008986994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003531993,0.0007067173,0.2300354,0.00009693658,0.00001783148,4.33996e-9,0.5795949,0.001539661,0.0000297262,0.126251,0.00002676131,0.06134794],"study_design_scores_gemma":[0.0006116505,0.001077649,0.1120755,0.000006174725,0.00004252361,1.038648e-7,0.8539174,0.004644687,0.00003422127,0.02653866,0.0009178466,0.000133632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897439,0.00003044719,0.0004999845,0.007765693,0.00007498704,0.001615657,0.0001189407,0.0000307713,0.0001196426],"genre_scores_gemma":[0.9978192,0.00001154487,0.0007113671,0.00003814788,0.00002713882,0.001184099,0.0001025602,0.000008468731,0.00009746313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743225,"threshold_uncertainty_score":0.9996915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528579276159322,"score_gpt":0.3772310367748304,"score_spread":0.3319452440132372,"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."}}