{"id":"W7053501885","doi":"","title":"When can herbivores reverse the spread of an invading plant? A test case from Mount St. Helens","year":2016,"lang":"en","type":"article","venue":"Research Exchange (Washington State University)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mitacs; Banff International Research Station for Mathematical Innovation and Discovery; Washington State University; National Science Foundation","keywords":"Herbivore; Population; Habitat; Disturbance (geology); PEST analysis; Predation; Biological pest control; Spatial ecology; Population density; Population size; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000349418,0.0002260153,0.0002400802,0.0003797784,0.000911431,0.0004627815,0.0004889083,0.0007832178,0.002385559],"category_scores_gemma":[0.001463396,0.0001439372,0.000248433,0.0003169868,0.0006117853,0.0008379463,0.0004398339,0.0004392409,0.0001209747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009135372,"about_ca_system_score_gemma":0.0002984802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02905242,"about_ca_topic_score_gemma":0.0394187,"domain_scores_codex":[0.9999299,0.00002249579,0.000002143698,0.00001243817,0.000009496401,0.00002350888],"domain_scores_gemma":[0.9992508,0.0004231822,0.0001317082,0.00004301143,0.00005589924,0.00009531734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001420256,0.001134441,0.3992715,0.0004252951,0.0002482547,0.02138375,0.004654068,0.3580457,0.07369681,0.08618664,0.007064717,0.04646853],"study_design_scores_gemma":[0.0002533414,0.0008693736,0.19884,0.00004715494,0.00009504479,0.002140992,0.005216057,0.7549631,0.008143905,0.02282837,0.006508771,0.00009392091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975418,0.00007137829,0.0006913727,0.0002293323,0.000001883976,0.000004989477,0.00002477091,0.000008948366,0.001425565],"genre_scores_gemma":[0.9982101,0.00006659869,0.0008936426,0.00002946448,0.000004216997,0.000004366746,0.00003589243,0.000003060692,0.0007528229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02905242,"threshold_uncertainty_score":0.05776662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354811701509399,"score_gpt":0.290391758621313,"score_spread":0.236843641606219,"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."}}