{"id":"W1728787300","doi":"10.1029/2012gb004349","title":"Biological productivity along Line P in the subarctic northeast Pacific: In situ versus incubation‐based methods","year":2012,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Subarctic climate; Productivity; Incubation; Primary production; Environmental science; In situ; Mixed layer; Primary productivity; New production; Oceanography; Chemistry; Animal science; Atmospheric sciences; Nutrient; Biology; Phytoplankton; Ecology; Geology; Ecosystem","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":[0.001269183,0.0001662574,0.0002121017,0.00004835088,0.00005771283,0.00003703505,0.000276928,0.0001252764,0.0001447479],"category_scores_gemma":[0.0004244283,0.0001052861,0.00006932732,0.0006857741,0.000109517,0.0001631487,0.00003509166,0.0001988969,0.00007008752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050941,"about_ca_system_score_gemma":0.00003050393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006253823,"about_ca_topic_score_gemma":0.01739408,"domain_scores_codex":[0.9982576,0.0004799952,0.0002864045,0.0002896467,0.0002118174,0.0004745839],"domain_scores_gemma":[0.9991547,0.0004124249,0.00006317925,0.0002348706,0.00002239255,0.0001123658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001929717,0.0001144906,0.9648713,0.00001262206,0.000004344833,0.000004514788,0.00004533095,0.00001906194,0.0001957434,0.00009476916,0.00003053212,0.03441432],"study_design_scores_gemma":[0.000509045,0.0001007663,0.993973,0.00001076428,0.000008303288,0.00001383804,0.0003770324,0.0009788768,0.0009768514,0.001671607,0.001174961,0.0002049396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906413,0.0003572904,0.00006249228,0.0007290876,0.0002418783,0.0002338881,0.0001330043,0.00002980182,0.007571276],"genre_scores_gemma":[0.9983698,0.000007779871,0.0009400108,0.00008061875,0.0002067937,0.000006774623,0.0003854711,0.000001542314,0.000001260982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03420938,"threshold_uncertainty_score":0.9706308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732672655631263,"score_gpt":0.2842729646621794,"score_spread":0.2469462381058667,"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."}}