{"id":"W2998720081","doi":"","title":"Hydrologic processes governing near surface saturation of alpine wetlands in the Canadian Rockies","year":2016,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wetland; Geology; Hydrology (agriculture); Saturation (graph theory); Environmental science; Physical geography; Geography; Ecology; Geotechnical engineering","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":[0.0002029239,0.0001255968,0.0002008687,0.000624653,0.001260484,0.0009278795,0.0003665253,0.0002773619,0.001244975],"category_scores_gemma":[0.0006238379,0.0001884002,0.0002296615,0.0006176946,0.0006009392,0.0002790369,0.0003950582,0.0002607355,0.00008939102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008550166,"about_ca_system_score_gemma":0.007726759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978368,"about_ca_topic_score_gemma":0.9925885,"domain_scores_codex":[0.9998924,0.000007116333,0.000004517881,0.00001672052,0.0000247664,0.00005447077],"domain_scores_gemma":[0.9996719,0.00006158963,0.00005459568,0.000007566805,0.000127928,0.00007651369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003471692,0.00007082916,0.9595423,0.0000485881,0.0001096722,0.0001387932,0.00245363,0.008700172,0.01079543,0.000914151,0.001358441,0.01552078],"study_design_scores_gemma":[0.000002643401,0.000004894594,0.9970533,0.000003324997,0.000007789366,0.00000867981,0.0004777072,0.001997593,0.0001028405,0.00004588659,0.0002894737,0.000005956399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989769,0.0000513238,0.00003901244,0.00004665813,8.018656e-7,0.000002863573,0.0001902067,0.000004801971,0.0006873352],"genre_scores_gemma":[0.9994218,0.00004480684,0.00004072996,0.000008344799,8.386657e-7,0.000001945164,0.0001412231,0.000002099425,0.0003382972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02163196,"threshold_uncertainty_score":0.0620361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158336692691611,"score_gpt":0.2145902178930779,"score_spread":0.2030068509661618,"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."}}