{"id":"W3041024871","doi":"10.1126/science.abd1231","title":"Climate change tweaks Arctic marine ecosystems","year":2020,"lang":"en","type":"letter","venue":"Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Arctic; Environmental science; Marine ecosystem; Climate change; Productivity; Ecosystem; The arctic; Oceanography; Arctic vegetation; Nutrient; Environmental resource management; Ecology; Biology; Geology; Tundra; Economics","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":[0.004378567,0.0005410644,0.000671077,0.0003176163,0.002719229,0.003782529,0.0009845762,0.02629294,0.007887367],"category_scores_gemma":[0.01533701,0.0003662443,0.0006906774,0.0003700365,0.003751842,0.003815444,0.002386354,0.0210221,0.004948094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259043,"about_ca_system_score_gemma":0.004315841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352931,"about_ca_topic_score_gemma":0.02645881,"domain_scores_codex":[0.998598,0.000347146,0.0001242721,0.0002159816,0.0004324885,0.0002821203],"domain_scores_gemma":[0.9931478,0.003842566,0.0003531319,0.0003223874,0.001073682,0.001260428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002573437,0.0000475109,0.00122963,0.0001123085,0.00004469238,0.0009003617,0.000188965,0.0002582001,0.0004761115,0.01121838,0.939754,0.04551253],"study_design_scores_gemma":[0.00007689384,0.00004354283,0.00173873,0.000163631,0.00003018541,0.0003109191,0.0003888188,0.0002989744,0.0002885573,0.03012654,0.9664787,0.00005455747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006499821,0.004852791,0.0002008508,0.9285077,0.06116865,0.000004485392,0.00008988064,0.00003438175,0.004491271],"genre_scores_gemma":[0.009828825,0.004652734,0.0003143306,0.8850011,0.08783326,0.00001726099,0.00005461726,0.00003897126,0.01225901],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02629294,"threshold_uncertainty_score":0.02690113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240716819349509,"score_gpt":0.2122184899089608,"score_spread":0.1898113217154657,"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."}}