{"id":"W6999224052","doi":"","title":"Challenges, Practices, and Preferences of Postsecondary Accessibility Service Providers in Alberta When Implementing Accommodations for Invisible Disabilities","year":2021,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service provider; Staffing; CLARITY; Grounded theory; Documentation; Legislation; Consistency (knowledge bases); Service (business)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137691,0.0001034612,0.0001873463,0.0001290034,0.000433997,0.0001926358,0.0003437983,0.0001084027,0.0003467128],"category_scores_gemma":[0.002417581,0.0001222026,0.00004967653,0.0004864713,0.000189284,0.002379427,0.0002299715,0.00018885,0.00000184232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863397,"about_ca_system_score_gemma":0.0008502071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01926254,"about_ca_topic_score_gemma":0.5214343,"domain_scores_codex":[0.9983814,0.0004674209,0.0002476634,0.0004131492,0.0001989841,0.0002914049],"domain_scores_gemma":[0.9977859,0.001215796,0.0002518067,0.0002912898,0.0003394746,0.0001157065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001303475,0.001058831,0.6358153,0.0007400787,0.0001127572,0.000001384443,0.1618836,0.000009994373,0.00009692064,0.1588799,0.0006242191,0.04064672],"study_design_scores_gemma":[0.0009315335,0.00005035962,0.1004679,0.0001617558,0.0000738367,6.109414e-7,0.6992673,0.00003133629,0.0001740126,0.01803294,0.1805189,0.0002895283],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251592,0.0003317177,0.00001801551,0.03504324,0.0001117734,0.0005761518,0.00002412275,0.00002243044,0.0387134],"genre_scores_gemma":[0.9948138,0.0003634119,0.001025648,0.0001343038,0.00003622108,0.000009946459,0.00004657864,0.000006899433,0.003563164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373837,"threshold_uncertainty_score":0.9872683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169392838805733,"score_gpt":0.3638247963430389,"score_spread":0.2468855124624657,"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."}}