{"id":"W4281661801","doi":"10.3390/f13060843","title":"Trembling Aspen Stand Response 15 Years after Windthrow, Salvage Harvesting, and Forest Renewal","year":2022,"lang":"en","type":"article","venue":"Forests","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Forest Research Institute","funders":"","keywords":"Windthrow; Salvage logging; Environmental science; Disturbance (geology); Forest management; Stand development; Snag; Silviculture; Forestry; Reforestation; Forest restoration; Agroforestry; Taiga; Forest ecology; Ecology; Biology; Ecosystem; Geography; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004051424,0.0001192299,0.0001463605,0.0000234891,0.000665704,0.00004904631,0.0001782602,0.00005848792,0.0005749394],"category_scores_gemma":[0.00009433462,0.00005862984,0.00005586631,0.0001975326,0.0001554691,0.0001080607,0.0004760488,0.0001552166,0.00002820968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003906426,"about_ca_system_score_gemma":0.00001188077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039358,"about_ca_topic_score_gemma":0.03181063,"domain_scores_codex":[0.9989699,0.0001430471,0.0001248669,0.0002894654,0.0001819836,0.000290738],"domain_scores_gemma":[0.9995597,0.0002288679,0.00006125311,0.00005154223,0.00002047653,0.00007813142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009627319,0.00004369989,0.9927832,0.000003523182,0.00001958892,0.0001467776,0.0003219731,0.00001511719,0.0005051804,0.00005219918,0.003353282,0.001792734],"study_design_scores_gemma":[0.0002303437,0.0006336173,0.9573374,0.00000654684,0.00001453121,0.00002084488,0.0004482761,0.00001400024,0.00002395539,0.0006277999,0.04049542,0.000147222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977658,0.0004540613,3.017699e-7,0.001039767,0.0001442738,0.0001563752,0.0001289503,0.00005486889,0.0002555852],"genre_scores_gemma":[0.9978055,0.00001562628,0.0000422382,0.0002377116,0.00008507767,0.0000242044,0.00002744744,0.000001062125,0.001761165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03714214,"threshold_uncertainty_score":0.9858563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718636343964114,"score_gpt":0.2065976244843613,"score_spread":0.1894112610447202,"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."}}