{"id":"W2726092722","doi":"10.3390/f8070233","title":"Windthrow Dynamics in Boreal Ontario: A Simulation of the Vulnerability of Several Stand Types across a Range of Wind Speeds","year":2017,"lang":"en","type":"article","venue":"Forests","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Ontario Forest Research Institute; University of British Columbia","funders":"Ministry of Natural Resources","keywords":"Windthrow; Boreal; Taiga; Environmental science; Abies balsamea; Black spruce; Range (aeronautics); Storm; Balsam; Disturbance (geology); Forest management; Salvage logging; Forestry; Geography; Ecology; Snag; Agroforestry; Geology; Meteorology; Biology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002351912,0.0005333549,0.0002561886,0.0003173526,0.001134233,0.0007463977,0.001087333,0.0007049341,0.001266684],"category_scores_gemma":[0.0006266602,0.0003244052,0.0005112783,0.0004105146,0.0006655884,0.0003729753,0.0004363121,0.0004026249,0.0001092901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007173329,"about_ca_system_score_gemma":0.003372105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8795546,"about_ca_topic_score_gemma":0.9339348,"domain_scores_codex":[0.999859,0.00002058844,0.00000656524,0.00002764017,0.00002448977,0.00006182704],"domain_scores_gemma":[0.9996341,0.00008902705,0.00004986578,0.0000188668,0.00008941266,0.0001187528],"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":[0.0003712576,0.0002756541,0.137346,0.00004545034,0.00006917361,0.0005317885,0.0003508948,0.852877,0.002145366,0.000703408,0.001245307,0.004038689],"study_design_scores_gemma":[0.0001974968,0.000197627,0.1357062,0.00001599258,0.00005055949,0.00007862776,0.0008637107,0.8607305,0.0004622321,0.0003174449,0.001337492,0.00004222744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975336,0.00002627202,0.0001766553,0.00004452735,0.000004015933,0.00001761399,0.0004226197,0.00001685268,0.001757831],"genre_scores_gemma":[0.998495,0.0000313585,0.0002703707,0.000009613504,0.00000123046,0.00001171889,0.0004173248,0.000004646845,0.0007587305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1204454,"threshold_uncertainty_score":0.2423093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942407286648517,"score_gpt":0.2804832957954295,"score_spread":0.2610592229289443,"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."}}