{"id":"W2087989513","doi":"10.1002/ajhb.21146","title":"Behavioral changes associated with economic development in the South Pacific: Health transition in Vanuatu","year":2011,"lang":"en","type":"article","venue":"American Journal of Human Biology","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Karolinska Institutet","keywords":"Recreation; Modernization theory; Geography; Tourism; Nutrition transition; Rural area; Socioeconomics; Environmental health; Gerontology; Economic growth; Medicine; Body mass index; Ecology; Biology; Sociology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001243673,0.00006906249,0.0002573552,0.0001081709,0.000201452,0.00000707401,0.0001441809,0.00002888665,0.00003470758],"category_scores_gemma":[0.000005281835,0.0000427316,0.0000264286,0.0001155088,0.0003986282,0.00003065529,0.000005149089,0.0001556735,0.000001471251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157342,"about_ca_system_score_gemma":0.0001674513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550375,"about_ca_topic_score_gemma":0.07781232,"domain_scores_codex":[0.9988651,0.0004846993,0.0002459993,0.00008271002,0.00006860465,0.0002529336],"domain_scores_gemma":[0.999514,0.00003905852,0.0003455317,0.00004175547,0.00002424984,0.00003533192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000679913,0.0001192483,0.1067685,9.000245e-7,0.00002550003,0.00001545139,0.8748284,0.00000100981,0.000003833301,0.001057544,0.00007814217,0.01703352],"study_design_scores_gemma":[0.0006187986,0.003229388,0.1939742,0.0000416972,0.000009524132,0.00000646902,0.7992499,5.466327e-7,0.000004245812,0.0003311732,0.002393834,0.0001402526],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949418,0.00005318223,0.00001572677,0.001088272,0.00007075576,0.00008658919,0.000003569156,0.000003360883,0.00373678],"genre_scores_gemma":[0.9996511,0.00006562749,0.00008738548,0.0001192107,0.00005046766,0.000004240358,0.000003279289,0.000003396167,0.00001528911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08720573,"threshold_uncertainty_score":0.9390152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06130155204873186,"score_gpt":0.317698572476068,"score_spread":0.2563970204273361,"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."}}