{"id":"W4312453123","doi":"10.1016/bs.acdb.2022.10.002","title":"Prosocial cascades: Understanding and nurturing the potential for positive developmental trajectories","year":2022,"lang":"en","type":"review","venue":"Advances in child development and behavior","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prosocial behavior; Nature versus nurture; Psychology; Socialization; Developmental psychology; Social psychology; Poverty","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144791,0.000694323,0.001004101,0.001301568,0.000430507,0.001774278,0.00101522,0.001331419,0.003595823],"category_scores_gemma":[0.00176524,0.000224114,0.000405179,0.001027348,0.001236718,0.001895366,0.00138945,0.002139846,0.0006046252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009014038,"about_ca_system_score_gemma":0.002565339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596879,"about_ca_topic_score_gemma":0.005497491,"domain_scores_codex":[0.9997278,0.00007975154,0.0000222813,0.00004932745,0.00009064913,0.00003010648],"domain_scores_gemma":[0.9993036,0.0004860293,0.00006177938,0.00001711551,0.00008609975,0.00004526208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000438762,0.00009446091,0.001108457,0.007319067,0.0001022112,0.000126251,0.0002814158,0.0001807391,0.0003677544,0.01637703,0.007491022,0.9665077],"study_design_scores_gemma":[0.00004683773,0.0002165967,0.01835317,0.02823411,0.0004130986,0.002083013,0.001266015,0.0004812306,0.000933893,0.04371358,0.9041652,0.00009320793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006015117,0.9959829,0.000361007,0.001014956,0.000182934,0.000009432351,0.00001880423,0.000006808169,0.001821655],"genre_scores_gemma":[0.003955478,0.9945598,0.0005548737,0.0002308078,0.0001842974,0.00001779091,0.00002129581,0.000001890122,0.0004737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003595823,"threshold_uncertainty_score":0.01202923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152550210769604,"score_gpt":0.3517433858291319,"score_spread":0.2902178837214359,"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."}}