{"id":"W3157304904","doi":"10.1002/lno.11768","title":"Strong and regionally distinct links between ice‐retreat timing and phytoplankton production in the Arctic Ocean","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Oceanography; Phytoplankton; Bloom; Arctic; Environmental science; Biogeochemical cycle; Arctic ice pack; Algal bloom; Marine ecosystem; Arctic sea ice decline; Stratification (seeds); Geology; Ecosystem; Nutrient; Drift ice; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006917413,0.000198543,0.0002410799,0.000576775,0.0002457043,0.0005374262,0.000145088,0.0001449794,0.000436584],"category_scores_gemma":[0.001026076,0.0002259476,0.0003041156,0.0005288031,0.0002983123,0.0002532824,0.0005014213,0.0001938827,0.00007704119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650971,"about_ca_system_score_gemma":0.0004862449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02981304,"about_ca_topic_score_gemma":0.04057237,"domain_scores_codex":[0.9998829,0.00002877927,0.000008929153,0.00003624148,0.00001863425,0.00002453976],"domain_scores_gemma":[0.9994007,0.0001509182,0.0002046915,0.000053136,0.0001269406,0.00006361816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410811,0.00002237269,0.9775364,0.00002699748,0.0001463185,0.00006527326,0.0001664621,0.003157681,0.01272803,0.00008766598,0.00008585001,0.005835884],"study_design_scores_gemma":[0.000001882206,0.000007844043,0.9980794,0.000003114258,0.00001430173,0.0000117171,0.00005992043,0.001473887,0.0002220002,0.00002791911,0.00009594928,0.000002086118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991896,0.0001425663,0.0001803307,0.00002842141,0.000003153074,0.000001226145,0.00009203664,0.000007744038,0.0003549144],"genre_scores_gemma":[0.9997147,0.00004727025,0.0001024605,0.000005298292,0.000002071602,0.000001044945,0.00007088172,0.00000145936,0.00005478929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981304,"threshold_uncertainty_score":0.05927902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630740604963741,"score_gpt":0.2154377128307744,"score_spread":0.199130306781137,"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."}}