{"id":"W6931790715","doi":"10.5683/sp3/abasoq","title":"Production rates and radiocarbon signatures of greenhouse gases from incubations of thermokarst lake sediments in Kuujjuarapik","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thermokarst; Permafrost; Peat; Radiocarbon dating; Sediment; Anoxic waters; Methane; Hydrology (agriculture)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291238,0.0001869809,0.000429905,0.0002577653,0.00001476421,0.00000936154,0.00009098382,0.0002343707,0.0000244684],"category_scores_gemma":[0.0005429094,0.0001540632,0.00005372384,0.0001928025,0.0001231844,0.00003891814,0.00006768294,0.0002860774,0.000001551272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002169619,"about_ca_system_score_gemma":0.00009085677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03625209,"about_ca_topic_score_gemma":0.02905957,"domain_scores_codex":[0.9989267,0.0000506833,0.0003509113,0.000289957,0.0002626091,0.000119169],"domain_scores_gemma":[0.9990855,0.0002370423,0.0001693282,0.0003865396,0.00006175473,0.00005979354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001709763,0.000173206,0.001438681,0.0003997685,0.0001583147,0.00004503443,0.0001135642,0.00001133857,0.0003197479,0.00001030172,0.996559,0.0006000329],"study_design_scores_gemma":[0.003021465,0.001199477,0.1429953,0.007648509,0.002789126,0.0000354573,0.0002454502,0.0002436918,0.01298925,0.001190062,0.8269151,0.0007270942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02320541,0.004310178,0.000001383815,0.0002456384,0.0001183506,0.0003305794,0.9716979,0.00002443514,0.00006611961],"genre_scores_gemma":[0.03102966,0.001292045,0.0000965357,0.00005106904,0.000196088,0.00002346302,0.9672776,0.00001994291,0.00001359057],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1696439,"threshold_uncertainty_score":0.9886576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520039397469329,"score_gpt":0.2732842056427632,"score_spread":0.2580838116680699,"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."}}