{"id":"W2078716004","doi":"10.1111/j.1532-7795.2012.00794.x","title":"Visual Perspectives on Majority‐World Adolescent Thriving","year":2013,"lang":"en","type":"article","venue":"Journal of Research on Adolescence","topic":"Resilience and Mental Health","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Thriving; Situated; Psychology; Psychological resilience; Context (archaeology); Poverty; Developmental psychology; Social psychology; Sociology; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"category_scores_codex":[0.002121351,0.0001746941,0.0002917412,0.0009783177,0.0002595283,0.0001126015,0.000639162,0.00008441703,0.001402705],"category_scores_gemma":[0.000239759,0.0001314747,0.0001469388,0.0007593841,0.0003423994,0.0002921332,0.00008072145,0.002087398,0.00229482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004853092,"about_ca_system_score_gemma":0.0002174303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191773,"about_ca_topic_score_gemma":0.00001773471,"domain_scores_codex":[0.9959193,0.0007441819,0.0004939156,0.0003653244,0.001618113,0.0008591261],"domain_scores_gemma":[0.9978846,0.0003867027,0.0002402269,0.0003626933,0.00060232,0.0005234356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004410374,0.01503266,0.2267764,0.0004878502,0.0001636861,0.001346417,0.0143533,0.00005330453,0.01545978,0.03948357,0.2927346,0.3896981],"study_design_scores_gemma":[0.001608255,0.00607325,0.9328685,0.003259791,0.000006663071,0.0001788366,0.04772349,0.00004935536,0.003058142,0.0006823795,0.004206669,0.0002846364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708816,0.0009269145,0.00007444814,0.003719865,0.0007563783,0.0005327018,0.000001552809,0.00002117589,0.02308537],"genre_scores_gemma":[0.9932827,0.0004289286,0.0001220067,0.0006488236,0.000796411,0.00001278342,2.22035e-7,0.00002218217,0.004685922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7060921,"threshold_uncertainty_score":0.9995102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09256495198147804,"score_gpt":0.5174971844494777,"score_spread":0.4249322324679996,"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."}}