{"id":"W2165890965","doi":"10.7202/706202ar","title":"Decomposition of canola stubble by solid-state fermentation with Cyathus olla","year":2005,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hemicellulose; Canola; Biology; Lignin; Botany; Agronomy; Horticulture","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002311994,0.001211583,0.0005220099,0.0004747613,0.0002186057,0.0006384033,0.0002681334,0.0003332711,0.0006495463],"category_scores_gemma":[0.000312237,0.0001662251,0.0005110569,0.0004212136,0.0001699461,0.0002923579,0.0003320026,0.000490436,0.0003149997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004188769,"about_ca_system_score_gemma":0.0005460516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005386691,"about_ca_topic_score_gemma":0.007749832,"domain_scores_codex":[0.9998609,0.00002240227,0.00001054503,0.00002422894,0.00003293369,0.00004906792],"domain_scores_gemma":[0.9997576,0.00004627708,0.00005110251,0.0000179303,0.00004268089,0.00008436257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001275449,0.0000645667,0.0002418179,0.00002760774,0.000004827111,0.00005107758,0.00001924179,0.00005662801,0.9988108,0.000009504698,0.000007506584,0.0005788415],"study_design_scores_gemma":[0.00002111393,0.001345664,0.009765489,0.00002563489,0.00004521418,0.0001265971,0.0001211662,0.0009354422,0.9867787,0.00002026729,0.0008008758,0.00001385129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998698,0.0002881929,0.0004025946,0.0000263828,0.00001011849,0.00002649427,0.0001288,0.00001414549,0.0004052425],"genre_scores_gemma":[0.9929591,0.0005800693,0.002641041,0.00003469105,0.00001462937,0.00004039158,0.001012678,0.0000265583,0.002690744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005386691,"threshold_uncertainty_score":0.01071066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007794920460488651,"score_gpt":0.2296933596024038,"score_spread":0.2218984391419151,"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."}}