{"id":"W2036937584","doi":"10.1111/jcpp.12060","title":"Higher order language competence and adolescent mental health","year":2013,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"Language Development and Disorders","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Baycrest Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Developmental psychology; Cognition; Social skills; Association (psychology); Verbal reasoning; Competence (human resources); Linguistic competence; Child Behavior Checklist; Working memory; Social competence; Clinical psychology; Social psychology; Psychiatry; Social change; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002824251,0.0001902514,0.000320356,0.0001671262,0.000159301,0.0000318177,0.0001662361,0.0001398192,0.002930514],"category_scores_gemma":[0.0000055027,0.0001472955,0.00006099105,0.0001467417,0.00016822,0.0001334603,0.00002931146,0.0004524801,0.00008046385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008511234,"about_ca_system_score_gemma":0.00004298021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002271159,"about_ca_topic_score_gemma":0.00001244047,"domain_scores_codex":[0.9986585,0.0001481296,0.0004877678,0.0002445109,0.0001366347,0.0003244654],"domain_scores_gemma":[0.9991617,0.00002350086,0.0003534947,0.0001865528,0.00004990498,0.0002248766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002952302,0.0006612939,0.1633184,0.00005226592,0.000262232,0.00001829579,0.006016443,1.681428e-7,0.00004606982,0.00433225,0.7736554,0.05134203],"study_design_scores_gemma":[0.003263173,0.0003823749,0.9296775,0.0001093114,0.00001786992,0.0009541797,0.002274265,6.701055e-7,8.155892e-7,0.001449068,0.06166796,0.0002028281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6548954,0.09083184,0.0001473969,0.2009268,0.009254492,0.0004250364,0.00001065483,0.00003787042,0.04347051],"genre_scores_gemma":[0.8936922,0.002071596,0.003581357,0.09779298,0.0008566598,0.000009434984,0.00001289695,0.0000393386,0.001943522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7663591,"threshold_uncertainty_score":0.997981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007313960774239565,"score_gpt":0.2996761506004768,"score_spread":0.2923621898262372,"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."}}