{"id":"W168016595","doi":"10.1007/978-94-007-5784-4_68","title":"Other Nutrients and Dissolved Oxygen and Climate Change","year":2014,"lang":"en","type":"book-chapter","venue":"Global Environmental Change","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nutrient cycle; Environmental science; Nutrient; Ecosystem; Cycling; Primary (astronomy); Production (economics); Climate change; Primary producers; Marine ecosystem; Global warming; Ecology; Oceanography; Biology; Geography; Geology; Phytoplankton","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":[0.0001516455,0.0007260498,0.0003595186,0.0007190658,0.0004671183,0.001555571,0.0005592811,0.001035596,0.02019412],"category_scores_gemma":[0.0002961533,0.0001592611,0.000287685,0.001388266,0.0009587712,0.001828133,0.0008674283,0.001177494,0.004107356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126222,"about_ca_system_score_gemma":0.0007201284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502982,"about_ca_topic_score_gemma":0.0106129,"domain_scores_codex":[0.9999112,0.0000147661,0.000003860407,0.00002012403,0.00004118219,0.00000894478],"domain_scores_gemma":[0.9999489,0.00002702663,0.000003830801,0.000004891527,0.00001064164,0.000004834825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002539728,0.00005367244,0.0004107588,0.0006117155,0.00002500544,0.0001589404,0.0005032269,0.00134184,0.001552373,0.4180944,0.2057263,0.3714963],"study_design_scores_gemma":[0.000001931809,0.000006536671,0.0003258422,0.0001668331,0.0000051842,0.00008708798,0.0000837755,0.0001735299,0.0002259832,0.0762848,0.9226334,0.000005028965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002125788,0.2316999,0.004544859,0.007161231,0.004897593,0.00001740421,0.0002033127,0.000067913,0.7492821],"genre_scores_gemma":[0.02083414,0.1597632,0.003165526,0.002280319,0.002686757,0.00004042898,0.0002301305,0.00008098796,0.8109185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02019412,"threshold_uncertainty_score":0.06755602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891512520056115,"score_gpt":0.181150131660433,"score_spread":0.1622350064598718,"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."}}