{"id":"W3085884269","doi":"10.1111/gcb.15297","title":"Parasitoids indicate major climate‐induced shifts in arctic communities","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; University of Guelph; Center for Northern Studies; Université du Québec à Rimouski","funders":"Biotieteiden ja Ympäristön Tutkimuksen Toimikunta; Natural Sciences and Engineering Research Council of Canada; Societas pro Fauna et Flora Fennica; Maj ja Tor Nesslingin Säätiö; Fonds Québécois de la Recherche sur la Nature et les Technologies; Norges Forskningsråd; Academy of Finland; Russian Foundation for Basic Research; Polar Knowledge Canada; ArcticNet; Institut Polaire Français Paul Emile Victor; Parks Canada; Icelandic Centre for Research; Aarhus Universitet; Churchill Northern Studies Centre; Pinngortitaleriffik; Miljøstyrelsen; Entomological Society of Canada; China Scholarship Council; Jane ja Aatos Erkon Säätiö; University of Guelph","keywords":"Arctic; Climate change; Ecology; Geography; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001983761,0.0001577702,0.0002849892,0.0000318356,0.00008836266,0.0000107316,0.0005229051,0.0001869022,0.001819911],"category_scores_gemma":[0.00004767606,0.0001477821,0.00005342261,0.0004499596,0.0002655792,0.00009513857,0.0006408594,0.0001865639,0.001953115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507333,"about_ca_system_score_gemma":0.000006526971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005789773,"about_ca_topic_score_gemma":0.009012958,"domain_scores_codex":[0.9985821,0.0002966562,0.0002412344,0.0002716823,0.00008190814,0.0005263753],"domain_scores_gemma":[0.9995143,0.00004725563,0.00009154742,0.0002354054,0.000004883989,0.0001065606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002821201,0.00004106086,0.9961008,0.000006141053,0.0000137395,0.00001652578,0.0008885415,0.000001699501,0.0002678423,0.0004811555,0.0001318831,0.002022341],"study_design_scores_gemma":[0.0003838842,0.0002621078,0.9947702,0.000004392371,0.0000179906,0.00000550825,0.0004756437,0.0002307578,0.00003243472,0.0008290353,0.002800633,0.0001873973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917917,0.00008235521,0.00001197008,0.003005123,0.0001518874,0.0002137239,0.00003415336,0.00004678608,0.004662325],"genre_scores_gemma":[0.9929491,0.00007439513,0.0001474634,0.006592824,0.0000969554,0.00007412218,0.00005388024,0.000007383214,0.00000384413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004658481,"threshold_uncertainty_score":0.9990926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028711286930955,"score_gpt":0.2943628889472395,"score_spread":0.23407577607793,"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."}}