{"id":"W4408307183","doi":"10.3390/f16030495","title":"Timber Harvesting in Mountainous Regions: A Comprehensive Review","year":2025,"lang":"en","type":"review","venue":"Forests","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logging; Agroforestry; Environmental science; Geography; Environmental resource management; Forestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001958847,0.0007976868,0.001716286,0.01948798,0.0006978373,0.002449959,0.0008840149,0.0009961411,0.004767476],"category_scores_gemma":[0.005887154,0.0004502845,0.001932426,0.02198897,0.0005058721,0.002431187,0.001037836,0.000639508,0.0005406855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102769,"about_ca_system_score_gemma":0.006725766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004605515,"about_ca_topic_score_gemma":0.008952365,"domain_scores_codex":[0.9989145,0.0001861307,0.0003975338,0.0001355538,0.0002919521,0.00007435926],"domain_scores_gemma":[0.9928724,0.00479161,0.00132998,0.00009952583,0.0007282386,0.0001781964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001401675,0.00007280504,0.004456859,0.4908608,0.001244626,0.0006147142,0.001236437,0.0003748201,0.000847674,0.001943979,0.01963766,0.4785695],"study_design_scores_gemma":[0.00004623517,0.0002704383,0.04043045,0.3959226,0.01165029,0.004036243,0.002105071,0.000328798,0.0007195155,0.001913396,0.5424693,0.0001076932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001159733,0.9974384,0.00007754689,0.0003473321,0.0001210723,0.00001687575,0.000216061,0.000008572725,0.0006143562],"genre_scores_gemma":[0.003719611,0.9955963,0.0001602129,0.0001346886,0.0001187804,0.00001671662,0.0001546419,0.000002467748,0.00009654095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01948798,"threshold_uncertainty_score":0.01594877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168007169695312,"score_gpt":0.3177814360343008,"score_spread":0.2761013643373477,"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."}}