{"id":"W7133007917","doi":"","title":"Spatially explicit modelling of coupled water and carbon cycles in Canada&apos;s forests and wetlands as affected by disturbance, climate, and atmospheric composition","year":2006,"lang":"","type":"dissertation","venue":"TSpace","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil water; Wetland; Carbon cycle; Ecosystem; Climate change; Terrestrial ecosystem; Soil respiration; Soil carbon","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":[0.000202919,0.0005012595,0.0004528683,0.0003750869,0.000890931,0.001143141,0.001227865,0.0009919854,0.001945146],"category_scores_gemma":[0.0007340872,0.0004530136,0.0005893447,0.000747116,0.001005744,0.0003886336,0.0006768093,0.0006107014,0.00008667436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007029563,"about_ca_system_score_gemma":0.006509427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8982693,"about_ca_topic_score_gemma":0.856703,"domain_scores_codex":[0.9998902,0.0000175142,0.000004926097,0.00002855821,0.00001890128,0.00003986565],"domain_scores_gemma":[0.9997242,0.00009965997,0.0000353061,0.00001311778,0.00006837528,0.00005935836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003114714,0.00001586907,0.002804454,0.000008067393,0.00001875666,0.00003777318,0.00002153669,0.9954168,0.000392795,0.0004951208,0.0001429725,0.0006147272],"study_design_scores_gemma":[0.00002060432,0.000006212802,0.002176256,0.000002710783,0.000008688002,0.000003423887,0.00003433407,0.9973017,0.00008895521,0.0001571452,0.0001928852,0.000007080331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898338,0.0001386327,0.003115323,0.0002787135,0.00002694733,0.00002800973,0.001138804,0.0001495173,0.005290316],"genre_scores_gemma":[0.9965107,0.00009325192,0.001649766,0.00003322476,0.000005666474,0.00001991974,0.0003669054,0.00001434433,0.00130623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017307,"threshold_uncertainty_score":0.2046596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005521081817232923,"score_gpt":0.2152731944986702,"score_spread":0.2097521126814373,"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."}}