{"id":"W1665515081","doi":"10.18357/ijcyfs122010671","title":"Meaningful Intervention with Children and Youth: A Reflection on Ten Years of Inquiry","year":2010,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Vancouver Foundation; W.K. Kellogg Foundation","keywords":"Span (engineering); Psychology; Intervention (counseling); Style (visual arts); Psychological intervention; Developmental psychology; Engineering; History; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1140044,0.002343055,0.003545728,0.002919494,0.02513046,0.02044808,0.007899201,0.0128233,0.003286686],"category_scores_gemma":[0.07456426,0.001843115,0.002330223,0.003312599,0.03699374,0.02037939,0.02924781,0.03057541,0.0007072847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03407679,"about_ca_system_score_gemma":0.05173368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016603,"about_ca_topic_score_gemma":0.02228586,"domain_scores_codex":[0.8882573,0.09165043,0.004027662,0.002791232,0.005531024,0.007742403],"domain_scores_gemma":[0.9189613,0.06138381,0.001926392,0.002881836,0.007244375,0.007602307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008015773,0.000807633,0.001317873,0.001749192,0.00002724074,0.001758539,0.903932,0.0001863414,0.000685718,0.02138324,0.01131009,0.05676207],"study_design_scores_gemma":[0.00003631023,0.0002710527,0.001237636,0.004701193,0.0000186457,0.000750809,0.8353757,0.0001527908,0.0004598114,0.006221705,0.1507198,0.00005456835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2196713,0.1544266,0.03271445,0.5071195,0.0110911,0.01068533,0.0002596281,0.0007027337,0.06332947],"genre_scores_gemma":[0.6829163,0.120196,0.07161226,0.08003774,0.001646122,0.01565316,0.0002580686,0.0007416256,0.02693873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1140044,"threshold_uncertainty_score":0.6029202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425844623762906,"score_gpt":0.3444034787593575,"score_spread":0.3018190163830669,"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."}}