{"id":"W2089327955","doi":"10.1073/pnas.0709562104","title":"The debt of nations and the distribution of ecological impacts from human activities","year":2008,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Damages; Natural resource economics; Climate change; Overfishing; Ecosystem services; Distribution (mathematics); Economics; Ozone depletion; Greenhouse gas; Ecology; Geography; Fishing; Ecosystem; Political 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":[0.0007237604,0.0001944147,0.0001686222,0.002474141,0.0004351694,0.001638034,0.0002546772,0.0002261442,0.003456498],"category_scores_gemma":[0.006472563,0.0001058387,0.0001958165,0.003797126,0.0009336651,0.001772992,0.001251397,0.0005828789,0.0001906566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076986,"about_ca_system_score_gemma":0.0002378601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162727,"about_ca_topic_score_gemma":0.01250396,"domain_scores_codex":[0.999619,0.000145008,0.00002698488,0.00005087298,0.0000928908,0.00006521769],"domain_scores_gemma":[0.9971738,0.0008755471,0.001296736,0.0001703148,0.0002992264,0.000184367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007788378,0.00002155798,0.9427616,0.00003394643,0.00009751864,0.0001261845,0.0005148181,0.006310226,0.0001935461,0.02762523,0.001141576,0.02109584],"study_design_scores_gemma":[0.000004278813,0.00003584517,0.9653429,0.00003831513,0.00003538333,0.0003012624,0.001828337,0.007009154,0.0002657635,0.01643679,0.008686096,0.00001589433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679461,0.001035162,0.00303667,0.001131975,0.00002070865,0.00001535251,0.002005555,0.00001053308,0.02479791],"genre_scores_gemma":[0.9973587,0.0004767729,0.0003276994,0.00003633431,0.00001452141,0.000008985451,0.0005574465,0.000004126999,0.001215342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162727,"threshold_uncertainty_score":0.02311915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264783808805019,"score_gpt":0.2989103196366119,"score_spread":0.17243193875611,"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."}}