{"id":"W3028136143","doi":"10.3390/f11050578","title":"Ecosystem Management of Eastern Canadian Boreal Forests: Potential Impacts on Wind Damage","year":2020,"lang":"en","type":"article","venue":"Forests","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Windthrow; Ecosystem; Disturbance (geology); Ecosystem management; Forest management; Environmental science; Environmental resource management; Forest ecology; Ecology; Agroforestry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000692068,0.0003437823,0.0001993083,0.0008564673,0.003269686,0.001932998,0.0009362886,0.0003622827,0.002041509],"category_scores_gemma":[0.001390129,0.0000996743,0.0002365565,0.001208069,0.0007417201,0.000635033,0.0008935788,0.0004917872,0.000109758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01667977,"about_ca_system_score_gemma":0.01858512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9764274,"about_ca_topic_score_gemma":0.9952241,"domain_scores_codex":[0.9994598,0.00007128641,0.00001509076,0.0000467698,0.0001603345,0.0002466591],"domain_scores_gemma":[0.9981853,0.0001098433,0.0002010408,0.00004310971,0.000904956,0.0005555954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002783949,0.0004079701,0.8570372,0.0004389765,0.0002522948,0.001422805,0.002574358,0.005681175,0.002689613,0.001458964,0.007940691,0.1198175],"study_design_scores_gemma":[0.00001476128,0.00007303559,0.9834427,0.0001199935,0.00005392831,0.0001432192,0.006941534,0.0014994,0.000224038,0.0002188014,0.00724258,0.00002595372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721171,0.004188639,0.0003282669,0.002466453,0.00004194921,0.00009110464,0.0009126713,0.0000404901,0.0198134],"genre_scores_gemma":[0.9944671,0.002061245,0.0006385244,0.0002341197,0.000008167739,0.00001932833,0.000312194,0.000007130934,0.002252115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357256,"threshold_uncertainty_score":0.1210209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182858043769936,"score_gpt":0.2050204111934044,"score_spread":0.193191830755705,"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."}}