{"id":"W4328051351","doi":"10.31542/muse.v6i1.2281","title":"Inclusive Education","year":2023,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Universal Design for Learning; Inclusion (mineral); Gateway (web page); Order (exchange); Universal design; Special needs; Learning environment; Pedagogy; Mathematics education; Computer science; Engineering ethics; Psychology; Engineering; Business; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004723483,0.00005274155,0.00006291201,0.0001616631,0.001047166,0.00007350612,0.000308399,0.00003467275,0.001031292],"category_scores_gemma":[0.00005047525,0.00006191763,0.0000545953,0.000552322,0.0001219487,0.0001700169,0.0001106697,0.00009254194,0.0005681103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688412,"about_ca_system_score_gemma":0.0007060077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040232,"about_ca_topic_score_gemma":0.001757262,"domain_scores_codex":[0.9990323,0.0001507097,0.00007435735,0.000125028,0.0004120181,0.0002055413],"domain_scores_gemma":[0.9995211,0.00003964929,0.00004773225,0.0000938599,0.0001123672,0.0001852586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000302368,0.0008572843,0.3749421,0.000009219369,0.00007237452,0.00001974587,0.2137052,0.00004905772,0.00005847086,0.1219306,0.2366368,0.05168885],"study_design_scores_gemma":[0.0001139789,0.00001048048,0.1200204,0.000006699584,0.000009848723,4.647534e-7,0.2568678,0.000001991208,0.000003812225,0.0005534493,0.6223494,0.00006160964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7526394,0.000008788435,0.00002438415,0.02331693,0.0009905704,0.0001497623,0.00000261352,0.0001179763,0.2227496],"genre_scores_gemma":[0.9305357,0.0001220166,0.00004568927,0.0003018153,0.000255665,5.601385e-7,0.000005992516,0.000003730546,0.06872877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3857125,"threshold_uncertainty_score":0.9998819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150515609956459,"score_gpt":0.3642329510896032,"score_spread":0.3427277949900386,"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."}}