{"id":"W2951029085","doi":"","title":"Inclusivity: an exploratory study into learning and teaching experiences of disabled students at Winchester University","year":2014,"lang":"en","type":"article","venue":"International Education Studies","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Exploratory research; Psychology; Pedagogy; Mathematics education; Learning disabled; Qualitative research; Teaching method; Higher education; Multimethodology; Learning disability; Sociology; Developmental psychology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118343,0.00007872703,0.0001302013,0.00009200687,0.0007777932,0.00005465563,0.0002449927,0.00002233964,0.00009674357],"category_scores_gemma":[0.001133604,0.00007959457,0.00002189257,0.00006321015,0.0003342987,0.0004753888,0.0002781108,0.00007148754,0.000007161707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553854,"about_ca_system_score_gemma":0.0001182504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007200606,"about_ca_topic_score_gemma":0.003554798,"domain_scores_codex":[0.9984709,0.0005707221,0.0001705818,0.0002259737,0.0004694253,0.000092422],"domain_scores_gemma":[0.9990314,0.0002172113,0.0001241249,0.00009107614,0.0004584139,0.0000777775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001197634,0.0007160989,0.3742679,0.000005076528,0.00004268599,4.282831e-8,0.6167175,0.000002675811,0.00001121224,0.002714021,0.0001423864,0.00536837],"study_design_scores_gemma":[0.0001642439,0.00007283499,0.027884,0.00001791531,0.0000136297,1.090143e-7,0.9215063,0.000006837367,0.00001256713,0.0005491654,0.04969364,0.00007873276],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922387,0.00004491311,0.00002362682,0.001341545,0.001358231,0.0001609147,2.581725e-7,0.00002935379,0.004802476],"genre_scores_gemma":[0.9953339,0.00004471511,0.0001465601,0.00009831828,0.0001478263,0.00002753274,0.000003798454,0.00000431108,0.004193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3463839,"threshold_uncertainty_score":0.5982235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292319204183554,"score_gpt":0.4391467464154316,"score_spread":0.3862235543735961,"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."}}