{"id":"W2115807377","doi":"10.1139/x03-238","title":"Stand composition and structure of the boreal mixedwood and epigaeic arthropods of the Ecosystem Management Emulating Natural Disturbance (EMEND) landbase in northwestern Alberta","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Understory; Boreal; Ecology; Abundance (ecology); Disturbance (geology); Habitat; Biodiversity; Forest management; Taiga; Geography; Environmental science; Canopy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002513897,0.0002212305,0.0001493101,0.001012073,0.0006360554,0.0005590479,0.0004437405,0.0001077219,0.0007560847],"category_scores_gemma":[0.0004043303,0.0001324645,0.00009892796,0.0007940468,0.0004248895,0.0001475102,0.0003616644,0.0001541364,0.000101432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004344685,"about_ca_system_score_gemma":0.001982202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.896475,"about_ca_topic_score_gemma":0.9796674,"domain_scores_codex":[0.9998093,0.00001494289,0.000009444303,0.00004135785,0.00005905572,0.00006593988],"domain_scores_gemma":[0.9996297,0.00002301697,0.00006973942,0.00001394118,0.0001296415,0.0001339027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008758287,0.00002455719,0.990521,0.000008780931,0.00002931905,0.00008846278,0.0005812846,0.0001946707,0.002101961,0.00006363689,0.0001863699,0.006112533],"study_design_scores_gemma":[0.000001068664,0.000004935659,0.9994245,0.000002361367,0.000003815058,0.00002024867,0.0002999198,0.00009671125,0.00004272848,0.000005463944,0.00009715006,0.000001232268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993518,0.00007473507,0.000031701,0.000008478542,6.994699e-7,0.00000289957,0.0001983716,0.000001768453,0.0003295582],"genre_scores_gemma":[0.9991058,0.00005578053,0.00008639029,0.000009101554,8.341671e-7,0.000002388003,0.0003592735,9.531249e-7,0.0003794807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103525,"threshold_uncertainty_score":0.2082693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472288878309592,"score_gpt":0.2296245837535592,"score_spread":0.2149016949704633,"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."}}