{"id":"W50115358","doi":"10.5206/eei.v19i1.7635","title":"The Characteristics and Experiences of Canadian Students Receiving Special Education Services for Emotional/Behavioural Difficulties","year":2009,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; University of Ottawa","funders":"","keywords":"Psychology; Special education; Developmental psychology; Inclusion (mineral); Sample (material); Learning disability; Medical education; Mathematics education; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006023519,0.0001061169,0.0000932337,0.0002500809,0.0009170701,0.0002963185,0.0004566562,0.00006563191,0.0003946104],"category_scores_gemma":[0.0002110368,0.0001009663,0.000053926,0.0002073114,0.0002384431,0.0004501759,0.000019524,0.00006690198,0.000005930903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572589,"about_ca_system_score_gemma":0.001359622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01960337,"about_ca_topic_score_gemma":0.04560735,"domain_scores_codex":[0.9985194,0.00009049879,0.000377249,0.0002105213,0.0006118169,0.0001905796],"domain_scores_gemma":[0.9985465,0.0001431273,0.0002811153,0.0001133155,0.0007733512,0.0001426353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005038618,0.001715971,0.4908524,0.00002601118,0.00005193883,4.394893e-8,0.2581426,0.000002652961,0.0001643585,0.1498659,0.05457247,0.04455536],"study_design_scores_gemma":[0.00007737974,0.00001699458,0.8231985,0.00005403508,0.000009085405,7.756083e-7,0.1271978,0.000007255785,0.00002391738,0.004352171,0.04496197,0.0001000718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783312,0.00008412818,0.00002309675,0.01102969,0.006526805,0.0004368832,0.00006418309,0.00001613268,0.003487865],"genre_scores_gemma":[0.9876584,0.0001974905,0.0005192575,0.0005171007,0.005032878,0.0002265227,0.0007352468,0.000005200469,0.005107848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3323461,"threshold_uncertainty_score":0.9869252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419915337680264,"score_gpt":0.3767963116852497,"score_spread":0.332597158308447,"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."}}