{"id":"W7096647209","doi":"","title":"ABSTRACT SPATIOTEMPORAL DYNAMICS AND HOST SELECTION OF EMERALD ASH BORER, AGRILUS PLANIPENNIS (COLEOPTERA: BUPRESTIDAE), AT","year":2016,"lang":"en","type":"article","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Fraxinus; Infestation; Crown (dentistry); Larva","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00011072,0.0000892018,0.00009752467,0.0003409414,0.0002469351,0.0003316446,0.0001247163,0.000125817,0.0007990836],"category_scores_gemma":[0.0002222031,0.00008577681,0.00006287439,0.0002185327,0.0001462635,0.0001746202,0.0001394159,0.0001469249,0.0001502906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004074028,"about_ca_system_score_gemma":0.0001468039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03605885,"about_ca_topic_score_gemma":0.1855717,"domain_scores_codex":[0.9999275,0.000008731587,0.000003405296,0.00002533967,0.00001405317,0.00002091258],"domain_scores_gemma":[0.9996239,0.00002678623,0.0001336035,0.00001542333,0.00008425377,0.0001160695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006170804,0.00002295089,0.9934866,0.000005547879,0.00001524573,0.00004260164,0.0001809723,0.00002845642,0.004582163,0.00001019833,0.0001103271,0.001453136],"study_design_scores_gemma":[2.750741e-7,0.00000844568,0.9997547,6.406879e-7,0.000001471629,0.00001659834,0.00008644756,0.00002799361,0.00005361767,0.000001293966,0.00004804245,3.952169e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996081,0.00003929744,0.00002061305,0.000005102433,4.907077e-7,0.00000141562,0.0001646896,0.000001291839,0.0001590574],"genre_scores_gemma":[0.9994159,0.00002784713,0.00004680068,0.000005704057,0.000001212636,0.000002497068,0.0002078669,5.918925e-7,0.0002915774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03605885,"threshold_uncertainty_score":0.07169789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005548367901867395,"score_gpt":0.1976716807199344,"score_spread":0.192123312818067,"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."}}