{"id":"W3084348817","doi":"10.1007/s11125-020-09503-z","title":"Inclusion and equity in education: Current policy reform in Nova Scotia, Canada","year":2020,"lang":"en","type":"article","venue":"Prospects","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nova scotia; Equity (law); Special education; Context (archaeology); Inclusion (mineral); Political science; Situated; Nova (rocket); Pedagogy; Sociology; Public administration; Geography; Social science; Ethnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004970268,0.0003702667,0.001087835,0.002774471,0.01444911,0.009776179,0.003478145,0.004688994,0.01160832],"category_scores_gemma":[0.01625689,0.000380511,0.0007536207,0.004598334,0.004519953,0.002451902,0.00859756,0.004552758,0.0004615977],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.138699,"about_ca_system_score_gemma":0.4808213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957443,"about_ca_topic_score_gemma":0.9976708,"domain_scores_codex":[0.9903637,0.0009094975,0.0003720975,0.0003546232,0.001745678,0.00625449],"domain_scores_gemma":[0.9707243,0.003553683,0.001136122,0.0003441686,0.007673972,0.0165678],"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":[0.001077605,0.0008257285,0.1979989,0.002826199,0.0002617632,0.003012657,0.03655617,0.003997937,0.001361168,0.2750145,0.1749849,0.3020825],"study_design_scores_gemma":[0.0003952524,0.0002477288,0.6166289,0.004693429,0.000225542,0.0004397554,0.06324011,0.003145083,0.0009795876,0.01910746,0.290606,0.0002911639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4940162,0.01896806,0.0009188649,0.3781256,0.001603366,0.0003067594,0.003809616,0.0001189617,0.1021327],"genre_scores_gemma":[0.931165,0.005474589,0.00087908,0.01485182,0.0002687673,0.0001253368,0.0006804642,0.00003499826,0.0465199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138699,"threshold_uncertainty_score":0.9989871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439710613507913,"score_gpt":0.3857981713118342,"score_spread":0.3514010651767551,"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."}}