{"id":"W7061469190","doi":"","title":"Refining estimates of the stable carbon isotope signature attributed to methane emissions from boreal wetlands","year":2020,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Wetland; Bog; Taiga; Table (database)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005287526,0.0000941646,0.000516977,0.00003215181,0.0001045065,0.00002259721,0.0004462036,0.0001724339,0.002066783],"category_scores_gemma":[0.00001957529,0.0002240258,0.0001674445,0.0003453012,0.0001283898,0.00005058242,0.000203755,0.0003216703,0.000003666756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003176132,"about_ca_system_score_gemma":0.0001616546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3350241,"about_ca_topic_score_gemma":0.0798644,"domain_scores_codex":[0.9989913,0.00004499411,0.0001285476,0.0003759737,0.0002445014,0.0002147045],"domain_scores_gemma":[0.9991347,0.00004887264,0.0002656847,0.0003363523,0.00008212979,0.0001322738],"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":[0.00006691537,0.0002384433,0.07174059,0.0002262269,0.001204742,0.00008404302,0.0005486926,0.00008669253,0.00241543,0.00005056242,0.4674238,0.4559138],"study_design_scores_gemma":[0.004264845,0.0002915655,0.6104257,0.005566531,0.001127413,0.000003990853,0.002453861,0.0003150641,0.0002484148,0.005262813,0.3684126,0.001627214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04280208,0.0008866971,0.006031776,0.0003119118,0.0006034628,0.0008139813,0.04923679,0.0001869316,0.8991264],"genre_scores_gemma":[0.8890939,0.00003396988,0.006809019,0.00004233041,0.0004510562,0.000002371365,0.001184216,0.0002212053,0.1021619],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8462918,"threshold_uncertainty_score":0.9988455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006949505571428774,"score_gpt":0.192901324609409,"score_spread":0.1859518190379802,"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."}}