{"id":"W3156699388","doi":"10.53543/jeps.vol15iss1pp66-81","title":"Counseling Needs of University Students with Disability in Oman and its Relationship to Academic Adjustment: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Journal of Educational and Psychological Studies [JEPS]","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mining Association of Canada","funders":"","keywords":"Psychology; Qualitative research; Medical education; Psychological counseling; Clinical psychology; Medicine; Applied psychology; Sociology","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":[0.002613785,0.0002799744,0.0004139385,0.001059664,0.005703619,0.001726728,0.0007965512,0.0008772171,0.001814127],"category_scores_gemma":[0.003140482,0.0003110467,0.000253874,0.0009923067,0.002632046,0.00103884,0.001812748,0.001165428,0.0001454064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101684,"about_ca_system_score_gemma":0.003496874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009351538,"about_ca_topic_score_gemma":0.02295091,"domain_scores_codex":[0.9983291,0.000843712,0.00006158873,0.00007511315,0.0001787006,0.0005117275],"domain_scores_gemma":[0.9978345,0.00104885,0.0002998241,0.00004600764,0.0002271908,0.0005435465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004716161,0.0003821102,0.03425499,0.0001707793,0.000008124691,0.001595908,0.9498071,0.00004901297,0.001562455,0.0007699018,0.000543891,0.01080858],"study_design_scores_gemma":[0.000001598038,0.00007762781,0.00875651,0.00005685593,0.000003060487,0.0002115993,0.98838,0.00004619604,0.0001994475,0.00005136745,0.002208802,0.000007064773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986005,0.0001451609,0.00009322965,0.0003890809,0.000009371784,0.00003183346,0.00002105091,0.000001933712,0.0007078055],"genre_scores_gemma":[0.9984258,0.0003472287,0.0001219142,0.0002060263,0.000005644885,0.00004287889,0.00001332455,0.000001816527,0.0008353826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009351538,"threshold_uncertainty_score":0.02250433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2206387188150386,"score_gpt":0.5076169940820886,"score_spread":0.28697827526705,"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."}}