{"id":"W3169562584","doi":"10.1002/pan3.10222","title":"Participatory mapping reveals socioeconomic drivers of forest fires in protected areas of the post‐conflict Colombian Amazon","year":2021,"lang":"en","type":"article","venue":"People and Nature","topic":"Community Health and Development","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Oriel College, University of Oxford","keywords":"Stakeholder; Amazon rainforest; Geography; Environmental resource management; Scarcity; Environmental planning; Citizen journalism; National park; Political science; Business; Public relations; Ecology","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":[0.001441568,0.0001957197,0.000182554,0.001394945,0.001402016,0.00112219,0.0004695795,0.0002418712,0.001959306],"category_scores_gemma":[0.003643088,0.0001190086,0.000144139,0.001709727,0.0006844961,0.0007544984,0.001376033,0.0002390465,0.0000722013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397129,"about_ca_system_score_gemma":0.0008361907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04771356,"about_ca_topic_score_gemma":0.1076178,"domain_scores_codex":[0.9990236,0.0005419894,0.00002796469,0.000144771,0.00009510727,0.0001665953],"domain_scores_gemma":[0.9976534,0.001311394,0.0004977005,0.0001610944,0.0002445436,0.0001318682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002977537,0.000164903,0.7048957,0.0005672598,0.0000826581,0.002006189,0.1873901,0.001486131,0.003822227,0.003974832,0.001589896,0.09372245],"study_design_scores_gemma":[0.00001060609,0.00007223374,0.7824234,0.0001583055,0.00002365434,0.0002406373,0.2055536,0.002842668,0.0002717403,0.001034484,0.007347439,0.00002123818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995103,0.0001005831,0.0005932003,0.0001270449,0.000003142279,0.00005308794,0.0002114779,0.000004372869,0.003804218],"genre_scores_gemma":[0.9991992,0.00004665748,0.0005109275,0.000005900828,0.00000138241,0.00003321396,0.00005503533,0.000001230769,0.0001465022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04771356,"threshold_uncertainty_score":0.09487164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03967583602378582,"score_gpt":0.3574387828022882,"score_spread":0.3177629467785024,"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."}}