{"id":"W2895975456","doi":"","title":"The Role of Schools in Supporting Children and Young People’s Mental Health","year":2018,"lang":"en","type":"article","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mental health; Psychology; Developmental psychology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008012383,0.00008636147,0.000191873,0.00009389082,0.001349513,0.00004325181,0.0002773408,0.00006965314,0.00003412232],"category_scores_gemma":[0.00005669176,0.00008797643,0.00005365503,0.0003481793,0.0003025829,0.0001868997,0.00009900892,0.0001434585,0.000005527955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754134,"about_ca_system_score_gemma":0.0007101783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02492958,"about_ca_topic_score_gemma":0.02605119,"domain_scores_codex":[0.9987339,0.0001948423,0.0002283738,0.0002104963,0.0003346742,0.0002976869],"domain_scores_gemma":[0.9990978,0.00004889274,0.0004287341,0.0001620135,0.0001126062,0.0001499954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003080086,0.00005987454,0.8907986,0.000004994945,0.00003194465,5.923998e-7,0.0976041,5.351737e-7,0.0001148412,0.002272279,0.0019554,0.007126004],"study_design_scores_gemma":[0.0003315175,0.00007356573,0.9004465,0.00006292613,0.000008227228,0.000006350912,0.09410907,0.00001002515,0.0001971101,0.0002516147,0.004391792,0.0001112659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887569,0.0004842146,0.00001608709,0.0023621,0.0002727003,0.0003125413,0.000005823865,0.000023618,0.007765993],"genre_scores_gemma":[0.9979212,0.000283633,0.0005349632,0.00002370203,0.00009885523,2.31024e-7,0.000007421746,0.000005157779,0.001124846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009647907,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003762523321630038,"score_gpt":0.2316720848155766,"score_spread":0.2279095614939466,"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."}}