{"id":"W2099317514","doi":"10.5558/tfc83375-3","title":"Will forestry follow agriculture toward unsustainable soil depletion?","year":2007,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Environmental science; Biomass (ecology); Agroforestry; Slash (logging); Agriculture; Ecosystem; Nutrient; Agronomy; Forestry; Ecology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703182,0.0002115701,0.0001360595,0.00005822447,0.0001843702,0.00007111234,0.000361575,0.0001250916,0.000145804],"category_scores_gemma":[0.00001900349,0.0001484352,0.0001014481,0.0004060048,0.00008098634,0.0002735251,0.00009493159,0.0001884605,0.0001003726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000262498,"about_ca_system_score_gemma":0.00002977822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005801617,"about_ca_topic_score_gemma":0.0004144039,"domain_scores_codex":[0.9986952,0.00001394686,0.0002477956,0.0001889155,0.0002631864,0.0005909802],"domain_scores_gemma":[0.9993708,0.00002928427,0.00004075139,0.0003911661,0.0000511475,0.0001168643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001477301,0.0003205265,0.02503629,0.001222608,0.0005683061,0.0002595182,0.001922812,0.3722379,0.004284311,0.2407014,0.3419629,0.01133567],"study_design_scores_gemma":[0.002848558,0.0002030138,0.08441816,0.0001035669,0.0001393703,0.00007200042,0.003277174,0.03733105,0.01767895,0.01195197,0.8408666,0.001109554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8928104,0.002140335,0.05271529,0.001276963,0.000995151,0.0008401018,0.00001480189,0.001469366,0.04773758],"genre_scores_gemma":[0.9965403,0.0000860404,0.0001680936,0.0001713145,0.0002439864,0.00002595305,0.00003893317,0.00004146265,0.002683916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4989037,"threshold_uncertainty_score":0.605301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007533818037903971,"score_gpt":0.2099021394224937,"score_spread":0.2023683213845898,"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."}}