{"id":"W2107492320","doi":"10.1007/s10933-007-9178-y","title":"Rapid 20th century environmental change on northeastern Baffin Island, Arctic Canada inferred from a multi-proxy lacustrine record","year":2007,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Arctic; Climate change; Arctic ecology; Holocene; Oceanography; Paleolimnology; Environmental change; Physical geography; Chironomidae; Context (archaeology); Ecosystem; Radiative forcing; Geology; Ecology; Geography; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005237549,0.0002081584,0.0004325957,0.0002524464,0.0001275107,0.00001034921,0.000375957,0.0002548266,0.004068467],"category_scores_gemma":[0.00009525509,0.0001633272,0.00009347445,0.0001197225,0.0002072424,0.000111411,0.00002570985,0.0008616468,0.0002006597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001432517,"about_ca_system_score_gemma":0.0001661356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08296479,"about_ca_topic_score_gemma":0.9495444,"domain_scores_codex":[0.9979626,0.0002718255,0.0005488105,0.0002433393,0.0003087255,0.0006647012],"domain_scores_gemma":[0.9985307,0.0005883538,0.0003549395,0.0002052915,0.00004001743,0.0002806245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007096367,0.0000766072,0.9759526,0.000007962297,0.00009816275,0.001248466,0.0001814614,0.00002606531,0.00001524755,0.000001839126,0.0001069235,0.02157506],"study_design_scores_gemma":[0.00155681,0.0007530341,0.9877272,0.00002487148,0.00002987258,0.0005371518,0.0003429842,0.0003471079,0.00003870706,0.00003835411,0.008448541,0.0001554252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940529,0.002512953,0.00002733619,0.001238929,0.00143167,0.0001588754,0.0001105998,0.000006620347,0.0004601004],"genre_scores_gemma":[0.997179,0.001097921,0.0002622173,0.0008289147,0.0004298301,8.309105e-7,0.00009335078,0.000005149869,0.000102742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8665796,"threshold_uncertainty_score":0.996842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869697850014549,"score_gpt":0.232499557464437,"score_spread":0.2038025789642915,"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."}}