{"id":"W1585771047","doi":"10.71164/socialmedicine.v6i2.2011.589","title":"Developing Cross Sectoral, Healthy Public Policies: A Case Study of the Reduction of Highly Toxic Pesticide Use among Small Farmers in Ecuador","year":2011,"lang":"en","type":"article","venue":"Social medicine","topic":"Community Health and Development","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Promotion (chess); Politics; Agriculture; Economic growth; Public policy; Scale (ratio); Agricultural policy; Social policy; Agricultural development; Political science; Regional science; Sociology; Economics; Geography","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":[0.001698191,0.0001652538,0.0005139779,0.0003018609,0.001048477,0.000003049052,0.0002583192,0.0001770136,0.00007380888],"category_scores_gemma":[0.00128206,0.0001205884,0.00003813363,0.00103653,0.0003778534,0.0001078496,0.0002088332,0.0007991011,0.000001818354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517532,"about_ca_system_score_gemma":0.00170713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2507577,"about_ca_topic_score_gemma":0.1197179,"domain_scores_codex":[0.9963008,0.001359373,0.001255901,0.0001888422,0.0003208435,0.000574205],"domain_scores_gemma":[0.9979152,0.0004982758,0.0006841342,0.0003328512,0.0003944068,0.0001751394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001392421,0.0002624078,0.70684,0.0004243103,0.00002054842,0.00002536761,0.2906213,4.205254e-7,0.00002152962,0.000263693,0.0001984535,0.001182738],"study_design_scores_gemma":[0.001919825,0.0003434956,0.7236912,0.000308892,0.00001588241,0.0000107882,0.2733895,0.000002029274,0.00001634764,0.0001460822,0.00007408394,0.00008187543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933009,0.00005332306,0.00001313549,0.00338976,0.0009914276,0.001924102,0.000004970147,0.0000344717,0.0002879341],"genre_scores_gemma":[0.9983467,0.00002613892,0.0001690406,0.001019031,0.0002069002,0.0001323926,0.000003868603,0.00002080682,0.00007509689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310399,"threshold_uncertainty_score":0.896345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3379964439149767,"score_gpt":0.4680633508976288,"score_spread":0.1300669069826521,"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."}}