{"id":"W4381799524","doi":"10.29392/001c.77885","title":"A creative approach to participatory mapping on climate change impacts among very young adolescents in Kenya","year":2023,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; University of Toronto","funders":"","keywords":"Kenya; Geography; Climate change; Sanitation; Citizen journalism; Participatory GIS; Context (archaeology); Participatory action research; Population; Volunteered geographic information; Food security; Environmental resource management; Environmental planning; Political science; Sociology; Environmental health; Cartography; Ecology; Engineering; Medicine; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02050883,0.000547401,0.0002838087,0.001479626,0.01149299,0.003537152,0.001753868,0.00121425,0.002610274],"category_scores_gemma":[0.01129686,0.0005090587,0.000485497,0.001101661,0.006041168,0.002957416,0.008395433,0.001447388,0.0001955729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004017034,"about_ca_system_score_gemma":0.009681045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006278286,"about_ca_topic_score_gemma":0.02709956,"domain_scores_codex":[0.9828886,0.01491274,0.0003058832,0.0005772273,0.0005179643,0.0007975809],"domain_scores_gemma":[0.9921952,0.005935008,0.0004624803,0.0003538943,0.0004209933,0.0006324462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000839716,0.0002932342,0.009469928,0.0004349226,0.00002265747,0.001609433,0.8998235,0.0006435576,0.002950617,0.01487284,0.001589846,0.06820551],"study_design_scores_gemma":[0.00006444025,0.0003745797,0.007994181,0.0008175777,0.00004539359,0.0006452122,0.9098253,0.001313376,0.002291098,0.01186992,0.06470133,0.00005756513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.849236,0.0009976852,0.08208982,0.008265082,0.0001722182,0.009926585,0.0001934415,0.00007744528,0.04904172],"genre_scores_gemma":[0.9059324,0.0006843852,0.0837459,0.0006443094,0.00002494102,0.005125606,0.00004689948,0.00002162611,0.003773868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02050883,"threshold_uncertainty_score":0.1084624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06509019660977294,"score_gpt":0.3476154847005683,"score_spread":0.2825252880907954,"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."}}