{"id":"W2051614780","doi":"10.1007/s13157-014-0595-1","title":"Distribution of Canadian Rocky Mountain Wetlands Impacted by Beaver","year":2014,"lang":"en","type":"article","venue":"Wetlands","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Alberta Parks; University of Calgary","keywords":"Beaver; Wetland; Landscape ecology; Habitat; Peat; Ecology; Geography; Environmental science; Wildlife; Hydrology (agriculture); Ecosystem; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000135323,0.00007689709,0.0001087632,0.00003677687,0.0001843179,0.000005680445,0.0001167814,0.00008507944,0.0006248914],"category_scores_gemma":[0.00003377716,0.00006480336,0.00002666253,0.0002010798,0.0001170252,0.00006068659,0.00006279693,0.00006618974,0.0002064734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160037,"about_ca_system_score_gemma":0.000007163262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06515715,"about_ca_topic_score_gemma":0.1912989,"domain_scores_codex":[0.9994334,0.00002713312,0.00008661531,0.0001315714,0.00009400112,0.000227302],"domain_scores_gemma":[0.9997152,0.0000257148,0.0000385462,0.0001012826,0.00000654474,0.0001127129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008100909,0.00001485087,0.8504399,0.000001594224,0.000009580243,7.18908e-7,0.00006723336,0.000008683463,0.0004409596,0.00003042644,0.1487248,0.0002531703],"study_design_scores_gemma":[0.0002500996,0.00008314555,0.8428385,0.000001725304,0.00001320297,0.000001289652,0.00004370311,0.0001144252,0.0005584141,0.00005110366,0.1559617,0.00008267855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837719,0.000006290842,0.00006225489,0.0007807189,0.00006050324,0.00005344064,0.0002563201,0.00001488318,0.0149937],"genre_scores_gemma":[0.9985267,0.00001819957,0.00001548193,0.0001957542,0.00001697389,0.000001534903,0.000392044,0.000002216647,0.0008311291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261418,"threshold_uncertainty_score":0.9410681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005570528865455693,"score_gpt":0.1793413575697621,"score_spread":0.1737708287043064,"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."}}