{"id":"W4384696307","doi":"10.21432/cjlt28456","title":"Using Google Classroom as Assistive Technology in Universally Designed Classrooms","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Assistive technology; Focus group; Universal Design for Learning; Mathematics education; Educational technology; Psychology; Teaching method; Pedagogy; Technology integration; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007105253,0.0001259623,0.0003161008,0.004620998,0.0007318999,0.00003524115,0.00034736,0.000574042,0.00005387814],"category_scores_gemma":[0.002596239,0.0001404035,0.00003437564,0.00421931,0.001388977,0.0001279982,0.00004854443,0.0009806944,0.00003124026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007133001,"about_ca_system_score_gemma":0.002890243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231018,"about_ca_topic_score_gemma":0.0564712,"domain_scores_codex":[0.9986154,0.000117653,0.000310042,0.0002151663,0.0001307855,0.0006109758],"domain_scores_gemma":[0.9989579,0.0001482742,0.0002869866,0.000110296,0.0003098598,0.0001867331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001211589,0.00001292033,0.8725929,0.000007617895,0.00008169752,0.0005728761,0.004290669,0.0001358146,0.002745899,0.05701352,0.00110433,0.06142962],"study_design_scores_gemma":[0.001240298,0.0006536608,0.02598089,0.0003247165,0.0000730471,0.0003086013,0.4622689,0.0001224953,0.001042899,0.06006155,0.4473313,0.0005916015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742785,0.001096776,0.0003332785,0.02102377,0.0003970166,0.0001034547,0.000001258087,0.0003820144,0.002383898],"genre_scores_gemma":[0.9961445,0.0002920759,0.001242798,0.00001661686,0.00004462418,0.00000393461,5.134399e-7,0.00001611909,0.002238824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.846612,"threshold_uncertainty_score":0.9607458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920758445917031,"score_gpt":0.328505228731803,"score_spread":0.2992976442726327,"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."}}