{"id":"W4387907471","doi":"10.3390/f14112120","title":"Root Fragment Amendments Increase Nematode Density and Mycobiome Stochasticity in Douglas-Fir Seedlings","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of British Columbia","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada","keywords":"Biology; Shoot; Botany; Douglas fir; Dipterocarpaceae; Biomass (ecology); Glomeromycota; Horticulture; Agronomy; Mycorrhiza; Symbiosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000155641,0.0001174092,0.0001595438,0.00003408377,0.0001531171,0.00005643957,0.00009378683,0.00003883963,0.00005601961],"category_scores_gemma":[0.00002482855,0.00005253665,0.00002773591,0.0004202794,0.00003805685,0.0001003479,0.0002546355,0.00005353467,0.0001045635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001466636,"about_ca_system_score_gemma":0.000001716282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219495,"about_ca_topic_score_gemma":0.0047551,"domain_scores_codex":[0.9991719,0.00002524504,0.000166972,0.0002323789,0.0001676798,0.0002358841],"domain_scores_gemma":[0.9997624,0.0000538218,0.00005783874,0.00003876934,0.00002259572,0.00006459966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000464922,0.00007804994,0.9741415,0.00002950818,0.00001977004,0.000031745,0.0001944306,0.00002476002,0.02154914,0.0004717656,0.001527634,0.001885153],"study_design_scores_gemma":[0.0002012696,0.00004281672,0.9971926,0.00003376799,0.000006495538,0.000001087849,0.0001454941,0.0003187754,0.000233861,0.0004399935,0.001265421,0.0001184539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988112,0.00002099217,0.00001264198,0.0005345353,0.0001090181,0.0002251256,0.00001231662,0.0001018291,0.0001723058],"genre_scores_gemma":[0.9992965,0.00002933581,0.000006296997,0.0001292656,0.0000821293,0.00003184688,0.0000913902,0.000001008936,0.0003322604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02305101,"threshold_uncertainty_score":0.2653458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566305265147313,"score_gpt":0.2290305548686083,"score_spread":0.2133675022171352,"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."}}