{"id":"W54627868","doi":"10.1016/s0422-9894(06)74008-9","title":"Chapter 8 Primary Production and Nutrient Dynamics in Polynyas","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier oceanography series","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Science Foundation","keywords":"Arctic; Productivity; Sea ice; Forcing (mathematics); Environmental science; Oceanography; Lead (geology); Climatology; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000375364,0.0004183027,0.0004129968,0.0003655319,0.0001407705,0.00006407016,0.0002378378,0.0002820393,0.003138277],"category_scores_gemma":[0.00001793541,0.0004029142,0.00014121,0.000191333,0.0009838415,0.0004622278,0.0005043977,0.0005776497,0.00005351534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449865,"about_ca_system_score_gemma":0.00001355367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002600755,"about_ca_topic_score_gemma":0.001428154,"domain_scores_codex":[0.9977867,0.00001728216,0.0004330871,0.0007153319,0.0005909891,0.0004566154],"domain_scores_gemma":[0.9991851,0.00001983363,0.0001417981,0.000475113,0.00002201678,0.0001561761],"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":[0.0002958006,0.0000787079,0.2419582,0.0002539124,0.00007674291,0.0001117276,0.0004182993,0.000001127337,0.00001148231,0.03239556,0.0008318466,0.7235666],"study_design_scores_gemma":[0.0001406454,0.0001714895,0.01147349,0.00008644771,0.00002273193,0.0000484011,0.00005988941,0.000008440683,0.00001307211,0.005957103,0.9814911,0.000527184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0029909,0.0005509079,0.000005509697,0.0004702393,0.00022363,0.000620213,0.00002257421,0.00004887107,0.9950672],"genre_scores_gemma":[0.00326227,0.01463742,0.0009103651,0.0003474934,0.000214392,0.00002614387,0.0001465522,0.0001182902,0.9803371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9806592,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223025137217921,"score_gpt":0.2171101469891113,"score_spread":0.2048798956169321,"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."}}