{"id":"W4210684033","doi":"10.1139/cjm-2021-0237","title":"Natural recovery from fire disturbance is more favorable than assisted recovery for the restoration of soil nematode-trapping fungi","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disturbance (geology); Ecosystem; Environmental science; Natural (archaeology); Restoration ecology; Ecology; Environmental resource management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004186534,0.0002477747,0.0002527632,0.0003066194,0.0004596342,0.0005738589,0.0002125213,0.0002500778,0.001230473],"category_scores_gemma":[0.0008265292,0.00008965958,0.0002083884,0.0001717924,0.0004014439,0.0003479921,0.0003765094,0.0002651089,0.000100567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383945,"about_ca_system_score_gemma":0.0004807734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630585,"about_ca_topic_score_gemma":0.01488442,"domain_scores_codex":[0.999553,0.00008553004,0.00004330667,0.0001001205,0.00007443405,0.0001435446],"domain_scores_gemma":[0.9993529,0.00009481345,0.0002683689,0.00004373325,0.00007080365,0.000169456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00370832,0.001410943,0.3723468,0.0005503587,0.0002783494,0.001154995,0.000751575,0.001063125,0.5420808,0.0003917114,0.0003374117,0.07592557],"study_design_scores_gemma":[0.00001801354,0.001022952,0.9792154,0.000029978,0.00004668214,0.0003490469,0.001009713,0.0003857791,0.01631621,0.00008905114,0.001504541,0.00001263497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991981,0.0001675785,0.0001368798,0.00001741093,0.000004440327,0.000008593829,0.0000328245,0.00000351818,0.0004306008],"genre_scores_gemma":[0.9993291,0.0001066688,0.0003044921,0.00001526575,0.000003851138,0.000005505537,0.00006398944,0.000001205909,0.0001700173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002630585,"threshold_uncertainty_score":0.005230546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525412537341815,"score_gpt":0.201217929716487,"score_spread":0.1859638043430688,"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."}}