{"id":"W4385363900","doi":"10.3390/microorganisms11081886","title":"Primary Production in the Kara, Laptev, and East Siberian Seas","year":2023,"lang":"en","type":"article","venue":"Microorganisms","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Oceanic and Atmospheric Administration; National Research Foundation of Korea; Ministry of Oceans and Fisheries; Korea Institute of Marine Science and Technology promotion; Korea Polar Research Institute; National Research Foundation","keywords":"Phytoplankton; Oceanography; Arctic; Environmental science; Primary (astronomy); Production (economics); The arctic; Geography; Physical geography; Ecology; Geology; Biology; Nutrient","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":[0.0004541507,0.000408922,0.0003195589,0.0013462,0.0006947192,0.0008495285,0.0002030536,0.0001652516,0.0005893734],"category_scores_gemma":[0.0005081054,0.0002216574,0.0003635863,0.001080277,0.0004481154,0.0006333411,0.001165117,0.0001846657,0.000100386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008757089,"about_ca_system_score_gemma":0.000652263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03875855,"about_ca_topic_score_gemma":0.05048,"domain_scores_codex":[0.9998583,0.00001949592,0.0000175359,0.00004438972,0.0000269652,0.00003343332],"domain_scores_gemma":[0.9997776,0.00003532951,0.000067227,0.00001843048,0.00004409195,0.00005735547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001540759,0.00002421195,0.9805496,0.00003279997,0.0001706695,0.0002336485,0.0005842558,0.0008829929,0.007578078,0.0001026468,0.00008580559,0.009601223],"study_design_scores_gemma":[0.000002240472,0.000008012817,0.999273,0.000002983138,0.00001053397,0.00002292224,0.0001181087,0.0003611794,0.0001167558,0.00001829741,0.00006371348,0.000002285993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99911,0.0001548018,0.000043243,0.00001363432,0.000002338727,0.000001310053,0.00008260248,0.000003578554,0.0005883659],"genre_scores_gemma":[0.9995499,0.00008162476,0.00005377602,0.000008270228,0.000002244091,0.000002971044,0.0001979858,0.000001597629,0.0001015137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03875855,"threshold_uncertainty_score":0.07706589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000103815711785,"score_gpt":0.182843657528965,"score_spread":0.1728426193718472,"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."}}