{"id":"W2113568911","doi":"10.1088/1748-9326/10/2/024003","title":"Future of oil and gas development in the western Amazon","year":2015,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Conservation Fund of Canada","keywords":"Amazon rainforest; Wilderness; Geography; Petroleum; Biodiversity; Fossil fuel; Environmental resource management; Environmental protection; Environmental science; Geology; Ecology; Paleontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009125598,0.00007713019,0.00006875781,0.00005343849,0.00008342612,0.00002656789,0.0002110301,0.00002948563,0.0001630351],"category_scores_gemma":[0.00001625168,0.00005702431,0.00001482993,0.000133495,0.0002914492,0.0002041768,0.0001855585,0.0002227897,0.0002103768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262009,"about_ca_system_score_gemma":0.000008457124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555321,"about_ca_topic_score_gemma":0.0001541321,"domain_scores_codex":[0.9985402,0.0001924437,0.0001590258,0.0001907129,0.0006906549,0.0002269721],"domain_scores_gemma":[0.9996482,0.00006688192,0.00003269735,0.0001805576,0.000001498832,0.00007018575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005590106,0.0002026655,0.8174983,0.000006913734,0.000007296226,0.00002088812,0.00639654,0.00009404661,0.02820645,0.00001229152,0.01356902,0.1339296],"study_design_scores_gemma":[0.0003791798,0.00006677495,0.7659248,0.00001480976,0.000001706281,0.00001406548,0.002705222,0.00006215123,0.00152334,0.00003173839,0.2291782,0.0000980769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857666,0.00007023808,0.000008578963,0.01270813,0.00003883017,0.00006919926,0.000001522365,0.000003269544,0.001333633],"genre_scores_gemma":[0.9977194,0.00008907644,0.0002860195,0.001277925,0.00004195294,0.00003836634,0.000007567347,0.000007055406,0.000532637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156092,"threshold_uncertainty_score":0.2704038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676163587294455,"score_gpt":0.2858508195169087,"score_spread":0.2490891836439641,"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."}}