{"id":"W7008153793","doi":"","title":"Behavioural Special Education Identification & Family/School Engagement: Perceptions & Recommendations from a Community Research Team","year":2023,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Perception; Participatory action research; Special education; Community education; Community-based participatory research; Citizen journalism","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":[0.1046836,0.001075467,0.001761464,0.003911001,0.01845104,0.0141946,0.005548183,0.005584465,0.006753406],"category_scores_gemma":[0.07738377,0.001295645,0.001239921,0.005192658,0.009300469,0.01141865,0.01519589,0.008441978,0.001839858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01477645,"about_ca_system_score_gemma":0.1092335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1937653,"about_ca_topic_score_gemma":0.3788481,"domain_scores_codex":[0.9523251,0.03341668,0.002935698,0.001444288,0.004881992,0.004996292],"domain_scores_gemma":[0.9024804,0.05180839,0.002878027,0.003395082,0.0218966,0.01754154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000191498,0.001724428,0.08186287,0.005618072,0.00007003771,0.001136383,0.5485457,0.0002228373,0.0009442845,0.008816835,0.08363441,0.2672326],"study_design_scores_gemma":[0.00006111961,0.0002728713,0.02552541,0.006576758,0.0000558089,0.000201605,0.9153346,0.0001921968,0.000319816,0.004010659,0.04737365,0.00007545718],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1819792,0.02335815,0.01060126,0.7193556,0.00194242,0.006429127,0.001203289,0.0005687665,0.05456209],"genre_scores_gemma":[0.8089673,0.03950729,0.06221876,0.04288547,0.0005126161,0.02412992,0.001564865,0.0002556482,0.01995808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1937653,"threshold_uncertainty_score":0.5536266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742286554483148,"score_gpt":0.4111459241898744,"score_spread":0.2369172687415597,"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."}}