{"id":"W2556150136","doi":"10.1139/cjfr-2016-0105","title":"Vegetation responses to simulated emerald ash borer infestation in <i>Fraxinus nigra</i> dominated wetlands of Upper Michigan, USA","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Emerald ash borer; Fraxinus; Buprestidae; Agrilus; Biology; Ecology; Black spruce; Vegetation (pathology); Aceraceae; Botany; Taiga; Maple","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":[0.00009771447,0.0002067759,0.0001458524,0.0001136781,0.0002416826,0.0002455188,0.0002470684,0.0002375888,0.0007570898],"category_scores_gemma":[0.0001845926,0.00009770477,0.0001681027,0.00008329286,0.0001044105,0.0001017676,0.0001587553,0.0001897489,0.00009612909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396555,"about_ca_system_score_gemma":0.0002404472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04204204,"about_ca_topic_score_gemma":0.1266902,"domain_scores_codex":[0.9999491,0.0000106457,0.000003171585,0.00001328193,0.000008119079,0.00001561986],"domain_scores_gemma":[0.9998598,0.00003235857,0.00002887543,0.000005983553,0.00002856165,0.00004438141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004723051,0.002075915,0.7087646,0.0001405652,0.0002772158,0.000619663,0.0007443541,0.04250114,0.2270562,0.0001241687,0.001875958,0.01109714],"study_design_scores_gemma":[0.00006755129,0.001769674,0.9365691,0.00000999508,0.00008273756,0.00007554398,0.0004717541,0.04873408,0.01161561,0.00005591719,0.0005248194,0.00002322774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996697,0.000003542162,0.0000305852,0.000005661417,0.000001108657,0.000003879323,0.0001392111,0.000005647483,0.000140758],"genre_scores_gemma":[0.9993548,0.000008605774,0.0001308764,0.00001234254,6.536056e-7,0.00001311408,0.0003021824,0.000001649246,0.0001758714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04204204,"threshold_uncertainty_score":0.08359468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575734250111243,"score_gpt":0.2837179951365129,"score_spread":0.2479606526354005,"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."}}