{"id":"W1950172570","doi":"10.1002/casp.2110","title":"The Better Beginnings, Better Futures Project: Long‐term Parent, Family, and Community Outcomes of a Universal, Comprehensive, Community‐Based Prevention Approach for Primary School Children and their Families","year":2012,"lang":"en","type":"article","venue":"Journal of Community & Applied Social Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Disadvantaged; Intervention (counseling); Psychology; Futures contract; Neighbourhood (mathematics); Gerontology; Developmental psychology; Longitudinal study; Medicine; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002777115,0.0004481449,0.0005274736,0.00053163,0.00288397,0.000780018,0.0007317488,0.0004830431,0.001285826],"category_scores_gemma":[0.002146919,0.0003678283,0.000526601,0.0006015649,0.000707039,0.0004597025,0.001387282,0.0007992244,0.0001469519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008039334,"about_ca_system_score_gemma":0.01319213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6736717,"about_ca_topic_score_gemma":0.8262773,"domain_scores_codex":[0.9989298,0.000319672,0.00002745922,0.00009905993,0.0002530216,0.0003708693],"domain_scores_gemma":[0.9983293,0.0001170501,0.0002605163,0.00007031603,0.0002552828,0.0009674887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006701694,0.03402865,0.6469839,0.0007564617,0.0004592379,0.0009280196,0.02300101,0.001378954,0.0031274,0.000486033,0.01335858,0.26879],"study_design_scores_gemma":[0.0006770763,0.004640625,0.9888165,0.0002010179,0.000117061,0.00005471438,0.002520385,0.0002467562,0.0004151089,0.00008089709,0.002203872,0.00002583349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978191,0.0002038161,0.00008100111,0.0001559071,0.00000815619,0.0002970531,0.000525677,0.00001199304,0.000897362],"genre_scores_gemma":[0.9951735,0.0003844461,0.001175986,0.00006339651,0.000009186437,0.0006969976,0.0007852085,0.000005714807,0.001705684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6736717,"threshold_uncertainty_score":0.6565002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06196657372153973,"score_gpt":0.3389352760499769,"score_spread":0.2769687023284372,"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."}}