{"id":"W4393993828","doi":"10.1080/13540602.2024.2338398","title":"What does the village need to raise a child with additional needs? Thoughts on creating a framework to support collective inclusion","year":2024,"lang":"en","type":"article","venue":"Teachers and Teaching","topic":"Family and Disability Support Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Inclusion (mineral); Psychology; Sociology; Pedagogy; Mathematics education; Social 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":[0.01708966,0.0006006254,0.0005988237,0.001965701,0.01716845,0.01221838,0.002908206,0.005381851,0.002935869],"category_scores_gemma":[0.009520107,0.0003971995,0.0006287648,0.001097466,0.05459337,0.01358902,0.01205234,0.007081952,0.0004065165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008086326,"about_ca_system_score_gemma":0.01122873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008658824,"about_ca_topic_score_gemma":0.01720631,"domain_scores_codex":[0.9869494,0.01036263,0.0001984992,0.0005954089,0.0006286604,0.001265467],"domain_scores_gemma":[0.9937635,0.003039678,0.0004858867,0.0003125061,0.0006086226,0.001789848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001702152,0.00005377661,0.00116937,0.0001748229,0.000007417814,0.001155814,0.7577755,0.0001508837,0.0002879991,0.225564,0.003755819,0.009887572],"study_design_scores_gemma":[0.00001084939,0.00005816324,0.0008000579,0.000414162,0.00001003028,0.000539056,0.8284984,0.0001740252,0.0001745191,0.07158455,0.09770166,0.00003454752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2238193,0.0141501,0.05224853,0.4543589,0.002523633,0.0005179132,0.00006352719,0.0002370013,0.2520811],"genre_scores_gemma":[0.9716378,0.002412931,0.01173951,0.006328959,0.0001475479,0.0001964639,0.00001998945,0.00004910327,0.007467623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01716845,"threshold_uncertainty_score":0.09037977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135782287200794,"score_gpt":0.3419447115031564,"score_spread":0.3205868886311484,"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."}}