{"id":"W4409814154","doi":"10.1016/j.foreco.2025.122733","title":"Thirty-year responses of ecosystem components to stand thinning in lodgepole pine forest: Old-forest attributes, stand structure, and forest-floor small mammals","year":2025,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Habitat Conservation Trust Foundation; Tolko Industries","keywords":"Thinning; Forest floor; Forest ecology; Forest structure; Snag; Pinus contorta; Pine forest; Forestry; Ecosystem; Ecology; Forest management; Coarse woody debris; Clearcutting; Environmental science; Old-growth forest; Agroforestry; Geography; Habitat; Biology; Canopy","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":[0.0003386091,0.0001832463,0.0001536343,0.0001636494,0.0002930581,0.00036586,0.0002092582,0.0002202264,0.0005119325],"category_scores_gemma":[0.0005313613,0.0001247393,0.0001514532,0.0001278863,0.0002565486,0.0001446633,0.0002283797,0.000295466,0.0000916913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009245785,"about_ca_system_score_gemma":0.0005383203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06224034,"about_ca_topic_score_gemma":0.2049405,"domain_scores_codex":[0.9998931,0.00001566091,0.000006039627,0.00002979746,0.0000191967,0.00003619325],"domain_scores_gemma":[0.9993606,0.00009328184,0.000153952,0.00002681316,0.00008732268,0.000278023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001066641,0.0002830098,0.9813737,0.00001350703,0.00005725349,0.0001571108,0.0003167891,0.000258628,0.01367286,0.00001100365,0.0001179204,0.002671581],"study_design_scores_gemma":[0.000001254438,0.00005692771,0.9996397,4.977736e-7,0.000003358689,0.00000976773,0.00006830328,0.00005518507,0.0001264934,0.000002488305,0.00003507342,0.000001015587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998823,0.00002194429,0.000007797058,0.000002513128,5.600604e-7,0.000001561619,0.0000401936,6.607273e-7,0.00004227203],"genre_scores_gemma":[0.9995092,0.00002229037,0.00002286205,0.000007843354,7.478562e-7,0.000004188331,0.0002111671,4.458674e-7,0.0002213111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06224034,"threshold_uncertainty_score":0.1237561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00837352782244005,"score_gpt":0.2164305874317506,"score_spread":0.2080570596093105,"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."}}