{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009329385,0.0007182926,0.0003603732,0.0007045731,0.0005526996,0.0009891443,0.0004624627,0.0005733747,0.05194579],"category_scores_gemma":[0.0002071642,0.0002416326,0.0004411465,0.001119553,0.0002512316,0.0008001038,0.0006150593,0.0009313112,0.009258053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184866,"about_ca_system_score_gemma":0.001066047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007800879,"about_ca_topic_score_gemma":0.01863506,"domain_scores_codex":[0.9999489,0.000003771921,0.000003388107,0.00001508416,0.00002143885,0.000007456063],"domain_scores_gemma":[0.9999541,0.00001158708,0.000003244328,0.000004045158,0.00001985597,0.000007133448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004335353,0.0001472776,0.00138622,0.001108135,0.00003629806,0.0002136781,0.0005267507,0.003060193,0.004112341,0.03382536,0.4800978,0.4754426],"study_design_scores_gemma":[0.000002693002,0.00002620784,0.002930013,0.0003854262,0.00001343714,0.0001680133,0.00009089156,0.0002639807,0.0004778514,0.008889539,0.9867458,0.000006171855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009055369,0.2115016,0.007408942,0.004911658,0.01214116,0.0001165347,0.001468541,0.0003351903,0.753061],"genre_scores_gemma":[0.0140214,0.1106785,0.003108938,0.0008833132,0.002816502,0.0000858327,0.001163729,0.0001508044,0.867091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05194579,"threshold_uncertainty_score":0.173776,"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."}}