{"id":"W4250967064","doi":"10.32920/ryerson.14654937","title":"Exclusion in public education : the experiences of parents with young children with special needs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Special needs; Inclusion (mineral); Variety (cybernetics); Perspective (graphical); Special education; Qualitative research; Early childhood education; Social justice; Social needs; Public relations; Mainstreaming; Public education; Psychology; Medical education; Pedagogy; Sociology; Political science; Medicine; Social psychology; Social science; Public administration","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":[0.004089087,0.0005211468,0.001037139,0.0008159237,0.02282383,0.005336578,0.001336019,0.001916964,0.002547021],"category_scores_gemma":[0.009723653,0.0006570967,0.0004110858,0.001390317,0.01003747,0.003255066,0.006214315,0.004330254,0.0001847259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009464853,"about_ca_system_score_gemma":0.01071945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2012007,"about_ca_topic_score_gemma":0.3163828,"domain_scores_codex":[0.9956216,0.002280853,0.000121681,0.0001781572,0.0004500962,0.00134763],"domain_scores_gemma":[0.9932347,0.003519113,0.0009069314,0.0001824261,0.0005967975,0.001560006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002259061,0.00002084667,0.005781151,0.00003444571,0.000002981015,0.001215544,0.9898108,0.000007269609,0.00009459152,0.0003727064,0.0004755688,0.00216158],"study_design_scores_gemma":[0.000001360074,0.0000170699,0.002401113,0.00004294069,0.000003152709,0.0002772054,0.9938822,0.000005377575,0.00003046517,0.00005662547,0.003277763,0.000004799455],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918608,0.001071103,0.0001023772,0.002072318,0.00007374187,0.00002112188,0.00002865961,0.000007801981,0.004762037],"genre_scores_gemma":[0.9969309,0.000889123,0.0000664564,0.0004488572,0.00001917507,0.00002472934,0.00002108176,0.000006800781,0.001592826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012007,"threshold_uncertainty_score":0.4000592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301225440199363,"score_gpt":0.3436255725977037,"score_spread":0.30061331819571,"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."}}