{"id":"W7161961048","doi":"10.82308/1141","title":"Nutrient dynamics and nitrogen-based production in the western Canadian Arctic Ocean","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Sea ice; Pelagic zone; Biogeochemical cycle; Arctic sea ice decline; Phytoplankton; Arctic geoengineering; Arctic ice pack; Plankton","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002526334,0.000248761,0.0001312003,0.001318142,0.001419638,0.001250629,0.0002834455,0.0001270977,0.0009068967],"category_scores_gemma":[0.0003294101,0.0001102221,0.0001915217,0.003143185,0.0003482465,0.0002542807,0.0002570925,0.0001757777,0.0001403719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01532481,"about_ca_system_score_gemma":0.02486122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925172,"about_ca_topic_score_gemma":0.9973031,"domain_scores_codex":[0.9998695,0.000004080724,0.000005726724,0.00002308583,0.00006620566,0.00003152713],"domain_scores_gemma":[0.9998265,0.000007030508,0.00001650092,0.000002331502,0.0001284482,0.00001929017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003208724,0.00007965837,0.6655301,0.001037175,0.000286246,0.0006348331,0.004746715,0.005045415,0.01264027,0.005135253,0.0175165,0.2870269],"study_design_scores_gemma":[0.000004786884,0.00001654493,0.9531945,0.000137341,0.00006949115,0.00007684511,0.001443067,0.0007939042,0.00111822,0.0003249224,0.04279996,0.00002037858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574032,0.06974003,0.0005092418,0.001913203,0.00009773004,0.00004001366,0.007090889,0.00004103465,0.06316474],"genre_scores_gemma":[0.9191148,0.05724232,0.001329405,0.0001928529,0.00002206167,0.00001772852,0.002474822,0.00001441374,0.01959155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01532481,"threshold_uncertainty_score":0.1111898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007001028442707275,"score_gpt":0.2140243350944742,"score_spread":0.2070233066517669,"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."}}