{"id":"W2004899741","doi":"10.1080/1367626032000068145","title":"Risk and Resilience in the Life Course: Implications for Interventions and Social Policies","year":2003,"lang":"en","type":"article","venue":"Journal of Youth Studies","topic":"Resilience and Mental Health","field":"Psychology","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuffield Foundation; University of Calgary","keywords":"Disadvantaged; Life course approach; Psychological intervention; Psychological resilience; Construct (python library); Disadvantage; Face (sociological concept); Adaptation (eye); Resilience (materials science); Sociology; Psychology; Political science; Economic growth; Social psychology; Social science; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007168818,0.00004974216,0.0001436168,0.00005342123,0.000281822,0.00001372815,0.00006632374,0.00002081564,0.000001685618],"category_scores_gemma":[0.0001719496,0.0000305871,0.00005062842,0.00007773392,0.0001770014,0.00005493574,0.0000117497,0.0001031468,4.134114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001115538,"about_ca_system_score_gemma":0.00002697966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002763362,"about_ca_topic_score_gemma":0.00009171688,"domain_scores_codex":[0.9993653,0.0001239024,0.000267794,0.00006443147,0.00005474031,0.0001238449],"domain_scores_gemma":[0.9994228,0.0002232071,0.0002110615,0.00005122746,0.00006466523,0.000027062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136238,0.0004232592,0.60168,0.0001245113,0.0002709964,0.000002099605,0.3304471,0.000002731491,0.00002019309,0.04008842,0.01239407,0.01443304],"study_design_scores_gemma":[0.0004291793,0.0002297658,0.7283528,0.00003141267,0.00009352763,0.00003013925,0.2680905,1.501935e-7,0.000001523199,0.002178301,0.0005331781,0.00002949533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736326,0.0205697,0.0001119016,0.00493839,0.0001437287,0.0001636163,0.00002734644,0.000001606673,0.000411075],"genre_scores_gemma":[0.9976298,0.001790478,0.00007770426,0.0003450612,0.00006433963,0.00001397995,2.004113e-7,0.000002440785,0.00007596598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1266728,"threshold_uncertainty_score":0.2167575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283736064820828,"score_gpt":0.5035021592749358,"score_spread":0.375128552792853,"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."}}