{"id":"W2036895532","doi":"10.4141/cjss08078","title":"Mycorrhizal networks and complex systems: Contributions of soil ecology science to managing climate change effects in forested ecosystems","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disturbance (geology); Ecosystem; Ecology; Climate change; Ecosystem management; Ecosystem ecology; Psychological resilience; Ecological network; Forest ecology; Environmental resource management; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008014006,0.0002645449,0.0002183074,0.0008707146,0.0007989131,0.002442041,0.0003191689,0.0006004829,0.001362912],"category_scores_gemma":[0.001945668,0.0001670872,0.0001503152,0.0008484873,0.003723596,0.002560851,0.0008884167,0.0008506686,0.00008554001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813763,"about_ca_system_score_gemma":0.002423703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03091228,"about_ca_topic_score_gemma":0.05050786,"domain_scores_codex":[0.9998291,0.00007392313,0.000005112461,0.00002669949,0.00004374457,0.00002143025],"domain_scores_gemma":[0.9989046,0.000663359,0.0001408806,0.00004778036,0.00008841518,0.0001549916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003861697,0.0000487563,0.02735589,0.001224369,0.0001153561,0.000289026,0.003036502,0.0699183,0.002244683,0.5572258,0.0143912,0.3241115],"study_design_scores_gemma":[0.00001371866,0.00004431793,0.03117868,0.0004664132,0.00005040097,0.0002214701,0.002044048,0.05085736,0.0005116722,0.8041352,0.1104224,0.00005440599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2633024,0.3468226,0.1993575,0.1147605,0.0009069627,0.0000900798,0.0004305823,0.0002575885,0.07407187],"genre_scores_gemma":[0.8861057,0.08956278,0.01917799,0.0007602221,0.0005201687,0.00003045721,0.00006138161,0.00001571576,0.003765614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03091228,"threshold_uncertainty_score":0.06146473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386963406441164,"score_gpt":0.2260276922860025,"score_spread":0.2121580582215909,"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."}}