{"id":"W2166693526","doi":"10.1016/j.scitotenv.2004.12.059","title":"Recent climate change in the Arctic and its impact on contaminant pathways and interpretation of temporal trend data","year":2005,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":711,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"","keywords":"Environmental science; Arctic; Climate change; Permafrost; Sea ice; Mercury (programming language); Arctic sea ice decline; Carbon cycle; Arctic geoengineering; Arctic ecology; Global change; Water cycle; Cryosphere; Climatology; Arctic ice pack; Oceanography; Ecology; Ecosystem; Geology; Drift ice; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04118418975234603,"score_gpt":0.292838574502499,"score_spread":0.251654384750153,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["simulation_or_modeling","not_applicable"],"consensus_intersection":["simulation_or_modeling"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.014679179064621958,"metaepi_narrow":0.00022888532845044633,"metaepi_broad":0.0003662165255207141,"bibliometrics":0.001083390554665446,"sts":0.0005188067444876783,"scholarly_communication":0.000015259021896696422,"open_science":0.0001373311970702678,"research_integrity":0.00012207217517357137,"randomized_trial":0.000015259021896696422,"nonrandomized_trial":0.000030518043793392844,"observational":0.005127031357289998,"systematic_review":0.008590829327840086,"meta_analysis":0.000045777065690089265,"case_report":0,"qualitative":0.0008087281605249104,"simulation_or_modeling":0.13107499809262227,"bench_or_experimental":0.000015259021896696422,"theoretical_or_conceptual":0.00010681315327687495,"not_applicable":0.00010681315327687495,"design_other":0.8399938963912413},"gemma":{"metaresearch":0.00025940337224383917,"metaepi_narrow":0.000015259021896696422,"metaepi_broad":0.00024414435034714275,"bibliometrics":0.002059967956054017,"sts":0.0004119935912108034,"scholarly_communication":0.000015259021896696422,"open_science":0.0004272526131074998,"research_integrity":0.00022888532845044633,"randomized_trial":0,"nonrandomized_trial":0.000030518043793392844,"observational":0.021210040436408027,"systematic_review":0.0012970168612191958,"meta_analysis":0.0002136263065537499,"case_report":0,"qualitative":0.000015259021896696422,"simulation_or_modeling":0.28372625314717326,"bench_or_experimental":0,"theoretical_or_conceptual":0.001190203707942321,"not_applicable":0.03761348897535668}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}