{"id":"W2104949612","doi":"10.5558/tfc82825-6","title":"Wetlands in Canada's western boreal forest: Agents of Change","year":2006,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Wetland; Boreal; Peat; Taiga; Bog; Tundra; Climate change; Environmental science; Context (archaeology); Physical geography; Geography; Forestry; Ecology; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003413398,0.0001007952,0.0001374836,0.001086971,0.002141833,0.001577113,0.0002736113,0.0002004673,0.001252562],"category_scores_gemma":[0.00103307,0.0000669464,0.0000925596,0.002453099,0.001209543,0.0006917554,0.0006513144,0.0002840019,0.00005126523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01443781,"about_ca_system_score_gemma":0.01996228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867143,"about_ca_topic_score_gemma":0.9965153,"domain_scores_codex":[0.9997262,0.00003727297,0.000009019423,0.00002612641,0.00009461362,0.0001066542],"domain_scores_gemma":[0.9991938,0.0001049749,0.0001761416,0.00001663312,0.0003105773,0.0001978809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009764932,0.00005389443,0.898553,0.0002345817,0.0000541945,0.0004317762,0.009563426,0.0008284415,0.001000732,0.004538567,0.005093958,0.07954977],"study_design_scores_gemma":[0.000002703178,0.00001054544,0.9779207,0.00004149496,0.00001610148,0.00007665939,0.009135258,0.0002424717,0.0000808487,0.0003567222,0.01210662,0.000009808584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743391,0.005228629,0.000241364,0.002672297,0.00001969992,0.00003052869,0.001326771,0.00001503333,0.01612648],"genre_scores_gemma":[0.9958531,0.002214807,0.0002544596,0.0001300048,0.000008553803,0.000007814307,0.0002384973,0.00000182497,0.001291038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443781,"threshold_uncertainty_score":0.1047541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746112842762488,"score_gpt":0.2251449626114314,"score_spread":0.2076838341838065,"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."}}