{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003704459,0.00008664226,0.00008563135,0.00005234211,0.0001652694,0.0000494168,0.0001365304,0.0000392931,0.0003036832],"category_scores_gemma":[0.00002405221,0.00005977952,0.00001653661,0.0003442664,0.00008913933,0.0001186871,0.00001574377,0.0001251072,0.0005424054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004478414,"about_ca_system_score_gemma":0.00002993424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000330238,"about_ca_topic_score_gemma":0.0007166868,"domain_scores_codex":[0.9992868,0.00005662331,0.0001086587,0.0001961812,0.000129829,0.000221964],"domain_scores_gemma":[0.9997461,0.0000444841,0.00002713,0.0001357532,0.00001049463,0.00003598639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005276612,0.00004471353,0.8537194,0.0001051217,0.00002224427,0.0001251453,0.01314486,0.0003095265,0.008061054,0.0002075324,0.005362193,0.1188455],"study_design_scores_gemma":[0.000136867,0.00003780964,0.9899954,0.00001187316,0.000008212777,0.00009481662,0.002433633,0.0002932163,0.0001317997,0.0007999307,0.005941505,0.0001149551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928819,0.00007708327,0.00001476865,0.003984595,0.000247774,0.0001499955,0.00001790077,0.00004954454,0.002576419],"genre_scores_gemma":[0.9975706,0.00009454096,0.0002764518,0.0007477495,0.0001312893,8.266643e-7,0.0001025859,0.000004114256,0.001071851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362761,"threshold_uncertainty_score":0.6971704,"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."}}