{"id":"W7116761616","doi":"10.1002/lol2.70092","title":"Pigment evidence of phytoplankton community shifts driven by rapid changes in the western Arctic Ocean, 2008–2018","year":2025,"lang":"en","type":"article","venue":"Limnology and Oceanography Letters","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Phytoplankton; Arctic; Biogeochemical cycle; Canada Basin; Ocean gyre; Plankton; Chlorophyll a; Climate change","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":[0.0003224131,0.0001707943,0.0001305561,0.0008440965,0.0005846132,0.0003830463,0.0001515765,0.0002717957,0.0009687251],"category_scores_gemma":[0.0005920778,0.0001269523,0.0001626063,0.0007215525,0.0003161854,0.0002423932,0.0004320699,0.0002011577,0.0002671148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759011,"about_ca_system_score_gemma":0.0003744856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04069944,"about_ca_topic_score_gemma":0.05140092,"domain_scores_codex":[0.9998748,0.00001263781,0.00001364468,0.00004130577,0.000030977,0.00002663037],"domain_scores_gemma":[0.9994141,0.00002815645,0.0002046594,0.00003265582,0.0002406639,0.00007980449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002671758,0.00003632089,0.9531137,0.00004377351,0.00006101974,0.0001381414,0.0005583726,0.0001132826,0.03898371,0.00007957168,0.0005799515,0.006025072],"study_design_scores_gemma":[8.986194e-7,0.00001018095,0.9990078,0.000002234961,0.000004206328,0.00001675874,0.0001340168,0.00003740117,0.0003758055,0.000007271924,0.0004023751,0.000001131271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977536,0.0001498878,0.00004942088,0.00006656308,0.00001095683,0.000002657807,0.0005480905,0.000006998517,0.00141188],"genre_scores_gemma":[0.9986371,0.00009738025,0.0001147548,0.00005447773,0.00001081926,0.000006827875,0.00057383,0.000003162244,0.0005014858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04069944,"threshold_uncertainty_score":0.08092511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142712964806025,"score_gpt":0.2219435903778729,"score_spread":0.2076722938972704,"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."}}