{"id":"W2139950897","doi":"10.14430/arctic144","title":"Ignoring the Elephant in the Room: The Carbon Footprint of Climate Change Research","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Nasivvik Centre for Inuit Health and Changing Environments; University of Calgary","keywords":"Climate change; Carbon footprint; Environmental science; Physical geography; Footprint; Environmental resource management; Geography; Environmental protection; Oceanography; Greenhouse gas; Geology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01384959,0.0005061788,0.0004490433,0.001194682,0.007151254,0.01072321,0.001139605,0.006856676,0.004782282],"category_scores_gemma":[0.02233807,0.0002122305,0.000532228,0.002133927,0.01228724,0.01089258,0.004655552,0.008714527,0.0008071647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318092,"about_ca_system_score_gemma":0.01391255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131913,"about_ca_topic_score_gemma":0.03894686,"domain_scores_codex":[0.9902526,0.005872407,0.0002099794,0.0004726136,0.002588303,0.0006041022],"domain_scores_gemma":[0.9791427,0.01446436,0.001077995,0.000820472,0.002818021,0.001676419],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001258635,0.00003943472,0.002652431,0.0007188805,0.00009772164,0.0004168118,0.005411225,0.0004409182,0.0006266726,0.2042519,0.6656988,0.1195194],"study_design_scores_gemma":[0.0000194595,0.00004219761,0.003132846,0.001575835,0.00004238672,0.0002580675,0.009170169,0.0003172744,0.0006353921,0.2173726,0.767368,0.00006581646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003049623,0.04182592,0.001389739,0.9304219,0.006672865,0.000008209091,0.0000711782,0.00005391481,0.0165066],"genre_scores_gemma":[0.1536162,0.1005885,0.005594134,0.7060201,0.015648,0.00007142039,0.0001680389,0.000137339,0.01815625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9861504,"threshold_uncertainty_score":0.07324457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408612298900074,"score_gpt":0.3476723139108016,"score_spread":0.2068110840207943,"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."}}