{"id":"W2783770568","doi":"","title":"Towards Sustainable Forestry- The Living Soil: Soil Biodiversity and Ecosystem Function","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Forestry; Environmental science; Ecosystem; Agroforestry; Ecosystem services; Forest ecology; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007638602,0.00006839835,0.00009539416,0.0002010129,0.00130105,0.0001130462,0.0004734994,0.00008887811,0.0003618177],"category_scores_gemma":[0.0006250405,0.00004783357,0.00003646954,0.0004428711,0.000599885,0.000374779,0.0001187322,0.000483355,0.00007504846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005916665,"about_ca_system_score_gemma":0.0005621812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0400527,"about_ca_topic_score_gemma":0.7582062,"domain_scores_codex":[0.9983509,0.0001426326,0.0001704576,0.0001384186,0.0004196125,0.000777944],"domain_scores_gemma":[0.9987075,0.0003472884,0.000072741,0.0001268827,0.00009224064,0.0006533249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000196636,0.000006657843,0.9891455,0.000007740398,0.000007304293,0.0005164424,0.0005047415,0.0004928072,0.00002346462,0.0006507883,0.007255844,0.001369052],"study_design_scores_gemma":[0.00008791609,0.0001702106,0.9830107,0.000015681,0.000005373434,0.0002723108,0.002381501,0.0001349704,0.00003689888,0.001812787,0.01201375,0.0000578988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889888,0.00009713814,0.0001230536,0.001377301,0.0001406784,0.00009824354,0.000004281811,0.000002540706,0.009168007],"genre_scores_gemma":[0.9990797,0.00001888458,0.00001608334,0.0000802547,0.00005819808,7.473428e-7,4.062304e-7,0.000002483367,0.00074322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7181535,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166251434567251,"score_gpt":0.2457360793047988,"score_spread":0.2240735649591263,"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."}}