{"id":"W2123728380","doi":"10.5558/tfc81050-1","title":"A silvicultural systems perspective on changing Canadian forestry practices","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Terminology; Confusion; Forestry; Silviculture; Forest management; Perspective (graphical); Business; Agroforestry; Environmental resource management; Geography; Computer science; Environmental science","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":[0.0002450896,0.0001674105,0.00009913283,0.00005702453,0.000493977,0.0001292535,0.0004657594,0.00006137641,0.001693242],"category_scores_gemma":[0.00005620041,0.0001105512,0.00005883369,0.0003075663,0.0001650989,0.000414954,0.0001309093,0.0002136939,0.005878522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351957,"about_ca_system_score_gemma":0.0000474412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1963524,"about_ca_topic_score_gemma":0.1206497,"domain_scores_codex":[0.9986433,0.00004988202,0.0001298922,0.0002589855,0.0002684871,0.0006494902],"domain_scores_gemma":[0.9992462,0.00005103575,0.0001503968,0.0003720869,0.000008271496,0.0001719463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000154999,0.0002852724,0.05138911,0.00006006598,0.0002197191,0.00009208912,0.02002148,0.2962084,0.0004008985,0.2114802,0.4132285,0.006459207],"study_design_scores_gemma":[0.00106003,0.000328247,0.05969342,0.00007757524,0.00008109373,0.00007426558,0.0055645,0.1016991,0.0002700264,0.0008212886,0.829581,0.0007494248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827043,0.0001976628,0.000001663487,0.007902257,0.0001495688,0.000368034,0.000008192781,0.00006286932,0.2086055],"genre_scores_gemma":[0.9828133,0.00001473784,0.00002727316,0.0008591881,0.000599037,0.00003986876,0.000006042144,0.00001804512,0.0156225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4163525,"threshold_uncertainty_score":0.9992194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518155910039947,"score_gpt":0.2627949913801686,"score_spread":0.2476134322797691,"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."}}