{"id":"W1672903096","doi":"","title":"Measurement and modeling of the sources and sinks of greenhouse gases from northern wetlands","year":2003,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Environmental science; Greenhouse gas; Greenhouse; Hydrology (agriculture); Remote sensing; Geography; Geology; Ecology; Oceanography","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":[0.0002622481,0.0003508175,0.0001958589,0.0002701006,0.0004177345,0.0003698764,0.0004854105,0.0002589747,0.0002324644],"category_scores_gemma":[0.0004116573,0.0002642651,0.0002753568,0.0003608055,0.0003317815,0.0003900567,0.0002513727,0.0003154546,0.0000504317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172394,"about_ca_system_score_gemma":0.001923406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2937155,"about_ca_topic_score_gemma":0.2389566,"domain_scores_codex":[0.9999132,0.00001046892,0.000004290263,0.00002365629,0.00002812782,0.0000202031],"domain_scores_gemma":[0.9998783,0.0000438811,0.00001717927,0.00001028882,0.0000323429,0.00001800575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009677461,0.00007824112,0.01910342,0.00004642601,0.00002773602,0.0001064205,0.00008980909,0.942688,0.0248611,0.001197851,0.0002933479,0.01141102],"study_design_scores_gemma":[0.00001478385,0.00002585066,0.01393258,0.00000380814,0.00001415241,0.00001132977,0.0000340152,0.97996,0.005212579,0.0003254896,0.0004516156,0.00001377465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849237,0.00009164995,0.01116152,0.000066023,0.000008645916,0.0000381737,0.0004351017,0.0002453314,0.003029642],"genre_scores_gemma":[0.9939294,0.00008755699,0.005376729,0.000003757842,0.000002020741,0.00002112701,0.0002139384,0.000009518148,0.0003560568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937155,"threshold_uncertainty_score":0.5840118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918388884309997,"score_gpt":0.173892268534027,"score_spread":0.154708379690927,"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."}}