{"id":"W2025279095","doi":"10.1111/j.1469-8749.2010.03723.x","title":"Improving attitudes towards children with disabilities in a school context","year":2010,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Mainstream; Inclusion (mineral); Context (archaeology); Theme (computing); Perception; Psychology; Face (sociological concept); Work (physics); Public relations; Social psychology; Sociology; Political science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007381618,0.0004266729,0.0006890061,0.0003177694,0.0006177783,0.00004383967,0.0006483749,0.001300167,0.006032808],"category_scores_gemma":[0.001498413,0.0003315089,0.00007336133,0.0003276733,0.002449429,0.0001346509,0.0001648351,0.004629196,0.0001041127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176029,"about_ca_system_score_gemma":0.001400107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0135581,"about_ca_topic_score_gemma":0.02633837,"domain_scores_codex":[0.9967611,0.0003189353,0.0006269416,0.0007816335,0.0007681471,0.000743284],"domain_scores_gemma":[0.9988708,0.000274787,0.0002085782,0.0003157206,0.00009830469,0.0002317403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000947977,0.0002730089,0.5385262,0.00006415555,0.00004070046,0.00007566228,0.0169249,1.4847e-7,0.0000039081,0.0004178344,0.4307227,0.01285596],"study_design_scores_gemma":[0.0008913607,0.0001867379,0.2538122,0.00007473576,0.00002073035,0.0001234905,0.002700389,3.470445e-7,0.000004155123,0.000106111,0.7416992,0.0003805459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2462225,0.00005937074,0.000001398173,0.721752,0.001388521,0.0007318166,0.00001150537,0.00009253908,0.02974037],"genre_scores_gemma":[0.3242637,0.00005483994,0.00005974391,0.6696648,0.003673479,0.00009550486,0.0002325175,0.00003473375,0.001920677],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3109765,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191430593033571,"score_gpt":0.2983404516774191,"score_spread":0.279197392374062,"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."}}