{"id":"W4403809484","doi":"10.2139/ssrn.5000484","title":"<div> Head Starts and Extra Time: <span>Academic Accommodation </span><span>for Students with Cognitive and </span><span>Mental Disabilities</span></div>","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Span (engineering); Accommodation; Psychology; Engineering; Structural engineering; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000646866,0.0008423951,0.0007701769,0.001318805,0.0039784,0.001988476,0.001214567,0.002894804,0.901161],"category_scores_gemma":[0.003767849,0.0006262947,0.0004889183,0.001090207,0.0009370624,0.001678404,0.003060415,0.001759881,0.8285278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797658,"about_ca_system_score_gemma":0.003483313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03255725,"about_ca_topic_score_gemma":0.09092778,"domain_scores_codex":[0.9995211,0.00003982783,0.00002656795,0.00008796035,0.0001407246,0.0001837736],"domain_scores_gemma":[0.996128,0.0004275986,0.0001067506,0.0002959651,0.001308336,0.001733375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007449456,0.00004978571,0.0003510864,0.0000532863,0.00000157583,0.00008399846,0.0001106512,0.00005451739,0.000385563,0.001064791,0.9601942,0.03757605],"study_design_scores_gemma":[0.00003267894,0.00006046077,0.005373316,0.00007273256,0.000002804329,0.00008651127,0.0005347169,0.0001209004,0.0004333905,0.0006603017,0.9926111,0.00001112405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0025401,0.0001574214,0.0001932778,0.006677717,0.001926862,0.000172549,0.008796501,0.0009286904,0.9786068],"genre_scores_gemma":[0.003636015,0.00005359957,0.0000711039,0.0003496003,0.0001039501,0.00003727322,0.0005937879,0.0002081542,0.9949465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.901161,"threshold_uncertainty_score":0.1409818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770967513200466,"score_gpt":0.3632649237576427,"score_spread":0.325555248625638,"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."}}