{"id":"W6997111956","doi":"","title":"The tiered approach to support all learners in inclusive classrooms","year":2022,"lang":"en","type":"article","venue":"IslandScholar (University of Prince Edward Island)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Curriculum; Mainstream; Universal Design for Learning; Mainstreaming; Plan (archaeology); Special needs; Instructional design; Capacity building; Active learning (machine learning)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01151183,0.0005972579,0.0004032693,0.001191654,0.007506722,0.007043116,0.002392803,0.001558631,0.005768117],"category_scores_gemma":[0.009616816,0.0006012592,0.0008699322,0.0009111975,0.006848907,0.006325642,0.02258669,0.003249012,0.001413868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107253,"about_ca_system_score_gemma":0.02121161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02581317,"about_ca_topic_score_gemma":0.072103,"domain_scores_codex":[0.9845993,0.009767213,0.0005912264,0.001217794,0.00199783,0.001826606],"domain_scores_gemma":[0.9928323,0.001698958,0.0004488256,0.001219202,0.001574678,0.002226003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001932337,0.0008395573,0.02682563,0.001120758,0.0000800575,0.001345403,0.5877265,0.002166857,0.014683,0.08972399,0.01345766,0.2618372],"study_design_scores_gemma":[0.0001036398,0.001006305,0.02715268,0.00160876,0.0001367895,0.002763392,0.4641792,0.004985912,0.006431372,0.08387163,0.4075055,0.0002547682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5702642,0.002880671,0.224736,0.03173198,0.0006058698,0.003483462,0.0003065681,0.00153405,0.1644572],"genre_scores_gemma":[0.8820668,0.0005956338,0.09440442,0.003233511,0.00002125381,0.0009013538,0.00006016835,0.000119631,0.01859717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02581317,"threshold_uncertainty_score":0.07781792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604660247913883,"score_gpt":0.2706384274881633,"score_spread":0.2545918250090245,"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."}}