{"id":"W1501066081","doi":"10.1029/gm085p0247","title":"Net Primary Production & Stratification in the Ocean","year":2011,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography","funders":"Dartmouth College","keywords":"Stratification (seeds); Sverdrup; Oceanography; Eulerian path; Lagrangian; Environmental science; Meteorology; Climatology; Geology; Physics; Biology; Theoretical physics","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":[0.0001370578,0.0006263141,0.0003936501,0.0007984191,0.0003272753,0.001918073,0.0003801441,0.0004714406,0.01411198],"category_scores_gemma":[0.0002274416,0.0003347793,0.0001867733,0.001615409,0.0008616889,0.001324822,0.0003734879,0.001019309,0.006443629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073225,"about_ca_system_score_gemma":0.0005957258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001978755,"about_ca_topic_score_gemma":0.002628261,"domain_scores_codex":[0.9999436,0.000004301636,0.000002455977,0.00001867167,0.00002786773,0.000002964633],"domain_scores_gemma":[0.9999397,0.00003316132,0.000004228153,0.000005268585,0.00001230015,0.000005447451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003757887,0.00005552039,0.0005272544,0.0006854922,0.00001513811,0.00009241171,0.0002036548,0.005468502,0.003118174,0.292183,0.1048196,0.5927937],"study_design_scores_gemma":[0.00000440642,0.0000295086,0.00332672,0.0003686705,0.0000111145,0.0001561566,0.00006466733,0.002289296,0.000874332,0.1464728,0.8463831,0.00001923115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005581441,0.2489712,0.02742664,0.003278657,0.004921127,0.00005590065,0.001250901,0.0004252789,0.7080888],"genre_scores_gemma":[0.05193016,0.2177914,0.0201487,0.001013363,0.004037608,0.0001350361,0.001183319,0.0003106345,0.7034498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01411198,"threshold_uncertainty_score":0.04720932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083328136945497,"score_gpt":0.1898480281929226,"score_spread":0.1690147468234676,"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."}}