{"id":"W7115824456","doi":"","title":"Restoration and CH4 dynamics in a cutover peatland","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Atmosphere (unit); Methanogenesis; Methane; Carbon dioxide; Wetland; Water table; Hydrology (agriculture)","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":[0.0001104551,0.000220397,0.0002026727,0.0003084822,0.0002624825,0.0004851362,0.0001416929,0.0001954191,0.0003763355],"category_scores_gemma":[0.0001138069,0.0001320975,0.0001894457,0.0002017286,0.0002713279,0.0001945273,0.0001969911,0.0002312009,0.00009185828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007419813,"about_ca_system_score_gemma":0.0004296409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02241325,"about_ca_topic_score_gemma":0.04568202,"domain_scores_codex":[0.9999502,0.00000299323,0.0000030302,0.00001460459,0.00001195852,0.00001738437],"domain_scores_gemma":[0.9998751,0.00000809394,0.00003004738,0.000004773526,0.00003164325,0.00005040394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009169104,0.00013524,0.20966,0.00005195959,0.00005816435,0.0005900409,0.0005064894,0.0005115208,0.7810406,0.00008491797,0.00005431195,0.006389837],"study_design_scores_gemma":[0.000003169323,0.0001378752,0.9892477,0.000002667654,0.00001001019,0.00009547766,0.0001850295,0.0004466489,0.009530246,0.00001875541,0.0003179121,0.00000448125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998322,0.00003010035,0.00001813405,0.000001888473,5.834466e-7,0.000001051919,0.00003072499,0.000002030605,0.00008330837],"genre_scores_gemma":[0.999285,0.00004286638,0.00008008013,0.000006025062,9.769884e-7,0.000002837149,0.0002193546,0.000002559472,0.000360191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02241325,"threshold_uncertainty_score":0.04456562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00598759763975895,"score_gpt":0.1881963652694626,"score_spread":0.1822087676297037,"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."}}