{"id":"W2494933812","doi":"10.4018/978-1-4666-6280-3.ch002","title":"Utilizing Learning Management System (LMS) Tools to Achieve Differentiated Instruction","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Differentiated instruction; Mathematics education; Computer science; Learning Management; Knowledge management; Pedagogy; Multimedia; Psychology","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":[0.0002003966,0.0004976006,0.0002041163,0.0006801128,0.0003230312,0.001885983,0.000611539,0.0006625917,0.01943596],"category_scores_gemma":[0.0006309854,0.0001619604,0.0002799653,0.0007677828,0.0002837359,0.002432215,0.001184531,0.00114853,0.009012504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026971,"about_ca_system_score_gemma":0.0005931335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005927447,"about_ca_topic_score_gemma":0.001333311,"domain_scores_codex":[0.9998634,0.00002060157,0.000008405294,0.00002108706,0.00007150765,0.00001490382],"domain_scores_gemma":[0.9998366,0.00008022213,0.00001189433,0.00001375455,0.00003575609,0.00002181338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001231187,0.0001109745,0.0002894209,0.0003975669,0.000005829171,0.0001721955,0.00101793,0.0008811814,0.009422725,0.02977025,0.06467651,0.8932431],"study_design_scores_gemma":[0.00001948461,0.0001164271,0.001822462,0.0005104176,0.00001325244,0.0006784298,0.000409206,0.003482632,0.008370613,0.01480464,0.9697515,0.00002086659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02096476,0.01509362,0.2178689,0.002839681,0.001296624,0.0003514758,0.0002746919,0.008130921,0.7331794],"genre_scores_gemma":[0.05845908,0.01875105,0.2177652,0.00159385,0.0003439196,0.0002955676,0.0007323734,0.0008573115,0.7012017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01943596,"threshold_uncertainty_score":0.06501979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487457837829099,"score_gpt":0.3189733769980364,"score_spread":0.2940987986197454,"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."}}