{"id":"W2075886988","doi":"10.5558/tfc78255-2","title":"Intensive forest management: Its relationship to AAC and ACE","year":2002,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Certified wood; Government (linguistics); Business; Sustainable forest management; Rigour; Forest management; Environmental resource management; Crown (dentistry); Work (physics); Distribution (mathematics); Natural resource economics; Environmental economics; Forestry; Environmental science; Geography; Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000127179,0.00012392,0.00007651476,0.00003298713,0.0002579443,0.00005106967,0.0003185397,0.00003534858,0.002885876],"category_scores_gemma":[0.00004421107,0.00009280034,0.000030852,0.0002991156,0.0001499255,0.0002005139,0.0004969185,0.0001112122,0.01037057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008788498,"about_ca_system_score_gemma":0.000001177733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009628016,"about_ca_topic_score_gemma":0.0001677262,"domain_scores_codex":[0.9991154,0.00002700428,0.0001254118,0.0002262976,0.0001800239,0.0003258612],"domain_scores_gemma":[0.999454,0.0000493431,0.00003803146,0.0003497688,0.000006115978,0.0001027864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003666023,0.00007116078,0.2435638,0.00005358371,0.00005060874,0.00003263618,0.003224661,0.01581458,0.0000665085,0.05760954,0.6686065,0.01086977],"study_design_scores_gemma":[0.0007241258,0.0001479049,0.6706116,0.00003457755,0.00005435602,0.00001854669,0.0002083586,0.02927815,0.00005753821,0.005004976,0.293509,0.0003508548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906998,0.0001851718,0.00003726859,0.006540228,0.00007252848,0.000450816,0.000003181965,0.00006210519,0.1019489],"genre_scores_gemma":[0.9561292,0.00005044655,0.0001533202,0.001447709,0.00005850099,0.00003183265,0.000002284634,0.00001534572,0.04211137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270478,"threshold_uncertainty_score":0.9980256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475833583050382,"score_gpt":0.2399225852207495,"score_spread":0.2151642493902457,"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."}}