{"id":"W1974788476","doi":"10.1139/x06-123","title":"Simulations of the influence of clear-cutting on the risk of wind damage on a regional scale over a 20-year period","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Scale (ratio); Risk management; Environmental science; Cutting; Work (physics); Forest management; Risk assessment; Environmental resource management; Geography; Business; Engineering; Agroforestry; Computer science; Cartography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0011963,0.0005798839,0.0005186744,0.0004163217,0.0004755095,0.0007384201,0.0008535603,0.001060245,0.00151347],"category_scores_gemma":[0.00287898,0.0003953492,0.0009104885,0.0004536194,0.0004998408,0.0008263733,0.0005579001,0.0008523547,0.0001399352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041965,"about_ca_system_score_gemma":0.0007482793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04462526,"about_ca_topic_score_gemma":0.0447902,"domain_scores_codex":[0.9997497,0.00008501068,0.00001561357,0.00004966944,0.00003230758,0.00006762934],"domain_scores_gemma":[0.9981383,0.001152236,0.0002478933,0.0001071341,0.0001704516,0.0001840004],"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":[0.00008736052,0.00004625933,0.007234958,0.000008468963,0.00002787142,0.00004945137,0.00001673688,0.9913322,0.0003290173,0.0001796694,0.00005802905,0.0006298691],"study_design_scores_gemma":[0.00003310968,0.0001589422,0.006183545,0.000004792646,0.00002972096,0.00001994972,0.00006500489,0.9928489,0.0002964548,0.0002318074,0.0001153051,0.0000125122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965219,0.00006176907,0.002035719,0.0000441309,0.000007307662,0.00001650666,0.0002471256,0.00002747343,0.001037863],"genre_scores_gemma":[0.9982873,0.00004390413,0.001114277,0.00000872692,0.000001513464,0.00001598228,0.00021144,0.00000775626,0.0003090549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9553747,"threshold_uncertainty_score":0.08873099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560165708669528,"score_gpt":0.2698795189618405,"score_spread":0.2442778618751452,"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."}}