{"id":"W4403352575","doi":"10.18357/otessac.2023.3.1.282","title":"What uses of digital technology support and enhance the learning and the engagement of diverse learners in high school classes?","year":2024,"lang":"en","type":"article","venue":"The Open/Technology in Education Society and Scholarship Association Conference","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mathematics education; Computer science; Psychology; Digital learning; Multimedia","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":[],"consensus_categories":[],"category_scores_codex":[0.004447055,0.0001353273,0.0002946538,0.0002064805,0.0006675428,0.0004927811,0.000619061,0.0003794571,0.00002874109],"category_scores_gemma":[0.004046167,0.00009281286,0.00003602341,0.001468816,0.002440637,0.001103203,0.0004993247,0.001263553,0.000004015526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276799,"about_ca_system_score_gemma":0.0008208806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002618515,"about_ca_topic_score_gemma":0.0006571148,"domain_scores_codex":[0.9982976,0.0004420154,0.0004079651,0.0003362876,0.0002527564,0.0002633659],"domain_scores_gemma":[0.9977149,0.001384513,0.0003801592,0.0002226056,0.0002722582,0.00002558217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001876395,0.00007179668,0.4991501,0.00003599294,0.0001090451,2.148253e-7,0.05354664,0.000003119684,0.0002680045,0.3916603,0.0003983586,0.05473769],"study_design_scores_gemma":[0.0005377116,0.0000539804,0.05860587,0.000256933,0.00005933231,0.000002241004,0.7685463,0.00002354668,0.0008238369,0.1578803,0.013039,0.0001710067],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706715,0.004082479,0.00001975059,0.1236681,0.0003325381,0.0006235513,0.000003433869,0.00009104377,0.0005075767],"genre_scores_gemma":[0.9721962,0.02546219,0.00012558,0.0001760602,0.00002048926,0.0002076052,0.000002528537,0.000007332475,0.001801971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7149996,"threshold_uncertainty_score":0.899263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884158611618219,"score_gpt":0.3773032299172845,"score_spread":0.3384616438011023,"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."}}