{"id":"W4406116982","doi":"10.1007/978-3-031-71344-6_9","title":"Greenhouse Gas Emissions from Big Meadow Bog: Influence of Gull-Derived Phosphate as a Biogeochemical Driver","year":2024,"lang":"en","type":"book-chapter","venue":"Environmental contamination remediation and management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University; Dalhousie University; Canadian Physiotherapy Association","funders":"","keywords":"Biogeochemical cycle; Bog; Greenhouse gas; Environmental science; Phosphate; Peat; Global-warming potential; Environmental chemistry; Chemistry; Ecology; Oceanography; Geology; Biology","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":[0.0001297021,0.0003535525,0.0003273784,0.0001297206,0.00009475465,0.00002869921,0.0001964869,0.0002594804,0.003436256],"category_scores_gemma":[0.000009881517,0.0003404214,0.0001048795,0.00004162233,0.0003166285,0.0001240303,0.0005240353,0.000201259,0.0007099183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008515,"about_ca_system_score_gemma":0.000006294802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049009,"about_ca_topic_score_gemma":0.000129198,"domain_scores_codex":[0.9980884,0.00002101286,0.00047679,0.0006600026,0.0005332394,0.0002205491],"domain_scores_gemma":[0.999181,0.00005568198,0.0003005755,0.0002936416,0.000004609875,0.0001645026],"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":[0.000776588,0.0015881,0.06607638,0.0008329037,0.002883299,0.001057273,0.00680725,0.0007629456,0.2493665,0.05355306,0.03662841,0.5796673],"study_design_scores_gemma":[0.003189033,0.0005407888,0.2065409,0.0004280099,0.000982387,0.00001409947,0.0002777903,0.0008727658,0.007880381,0.02567946,0.7521436,0.001450765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7877437,0.0006721821,0.0001406157,0.0007932407,0.0003973149,0.001371113,0.0004485673,0.0001117871,0.2083215],"genre_scores_gemma":[0.8677183,0.009734149,0.0002100589,0.0004119867,0.00007933948,0.00006479661,0.001415117,0.00005278479,0.1203135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7155152,"threshold_uncertainty_score":0.9999048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005784099440003451,"score_gpt":0.1909062373907701,"score_spread":0.1851221379507667,"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."}}