{"id":"W4309917986","doi":"10.1002/dhe.31404","title":"A Proactive Approach to Navigating Student Accommodations","year":2022,"lang":"en","type":"article","venue":"Disability Compliance for Higher Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dignity; Commission; Duty; Accommodation; Institution; Human rights; Coronavirus disease 2019 (COVID-19); Public relations; Reasonable accommodation; Code of practice; Political science; Face (sociological concept); Medical education; Psychology; Sociology; Engineering; Engineering ethics; Law; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0138323,0.0008978897,0.0008559802,0.002201299,0.03348304,0.01832455,0.007923422,0.007704234,0.0264644],"category_scores_gemma":[0.0226559,0.0008826779,0.001249606,0.001794432,0.01155176,0.01302558,0.03770442,0.01463403,0.006509247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662798,"about_ca_system_score_gemma":0.09333275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05907457,"about_ca_topic_score_gemma":0.2150135,"domain_scores_codex":[0.9790375,0.009111378,0.000645365,0.001456784,0.003949837,0.005799122],"domain_scores_gemma":[0.9666782,0.002504415,0.002129497,0.001650072,0.005906243,0.02113165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007085999,0.0009580264,0.02260998,0.0006737579,0.00007697782,0.002329659,0.3144097,0.0009513178,0.002624547,0.05541677,0.3423705,0.2575079],"study_design_scores_gemma":[0.00001676104,0.0002209183,0.005638555,0.0008922516,0.00002410599,0.0005653737,0.3580177,0.0007216214,0.0005487273,0.02180828,0.6114154,0.0001302683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.147686,0.004226281,0.05980029,0.4614976,0.006662695,0.001662183,0.0002969718,0.002793349,0.3153746],"genre_scores_gemma":[0.764348,0.003899596,0.04949857,0.06367633,0.000909817,0.0008442122,0.0003494685,0.0005211189,0.115953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05907457,"threshold_uncertainty_score":0.120645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056017887617495,"score_gpt":0.5199302281967784,"score_spread":0.3143284394350289,"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."}}