{"id":"W7010534643","doi":"","title":"Improving Education in Canada: Advancing Pedagogies and Inclusion","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Higher education; Curriculum; Work (physics); Field (mathematics); Context (archaeology)","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":[0.01747275,0.0007956132,0.001321745,0.005951058,0.02748291,0.01849441,0.005139031,0.005622921,0.02196556],"category_scores_gemma":[0.05278663,0.0006235226,0.001084736,0.01076721,0.008324505,0.007697461,0.01606396,0.007181422,0.002019442],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1508676,"about_ca_system_score_gemma":0.7298317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857384,"about_ca_topic_score_gemma":0.9910899,"domain_scores_codex":[0.9692266,0.00411854,0.001143512,0.001134831,0.01391646,0.01046001],"domain_scores_gemma":[0.911321,0.006751156,0.002815336,0.001494572,0.03266083,0.04495712],"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":[0.00009098837,0.0003970474,0.02405166,0.002481008,0.00004522221,0.0003970565,0.01742081,0.0005409314,0.0006401667,0.06887846,0.3873996,0.497657],"study_design_scores_gemma":[0.0000692188,0.0001071443,0.08740684,0.004156855,0.00007960435,0.0001653739,0.03348339,0.0007703545,0.0008337271,0.0197103,0.8530697,0.0001474496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04775273,0.02974421,0.004539177,0.7024918,0.007081283,0.0006191425,0.002907801,0.0006992418,0.2041646],"genre_scores_gemma":[0.6952902,0.0452288,0.02628149,0.08241662,0.001875936,0.0006123071,0.002315619,0.0004974514,0.1454816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1508676,"threshold_uncertainty_score":0.9848733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3371071708560345,"score_gpt":0.6132385466682828,"score_spread":0.2761313758122483,"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."}}