{"id":"W2775548812","doi":"","title":"Recent development and advances in survey and detection tools for emerald ash borer","year":2016,"lang":"en","type":"article","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Fraxinus; Windsor; Geography; Forestry; Biology; Ecology","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":[0.01992353,0.00163106,0.001490035,0.007907759,0.0005417172,0.002136404,0.004309161,0.001941336,0.004564606],"category_scores_gemma":[0.02051393,0.001336619,0.001266777,0.003334965,0.00135194,0.004436814,0.002038969,0.002359001,0.00330611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484662,"about_ca_system_score_gemma":0.001235822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866318,"about_ca_topic_score_gemma":0.01076913,"domain_scores_codex":[0.9889154,0.003268811,0.0005934018,0.003035826,0.003717972,0.0004684577],"domain_scores_gemma":[0.9605563,0.01646816,0.005080849,0.002787534,0.01377542,0.001331808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002551084,0.000333346,0.04649417,0.002737024,0.0002018917,0.00009625942,0.0007283672,0.001168903,0.02809853,0.002398046,0.01612991,0.9013585],"study_design_scores_gemma":[0.00009769967,0.001633899,0.180678,0.003811327,0.00080828,0.004733318,0.002049058,0.02840761,0.06975997,0.007506773,0.6997774,0.0007366776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.08968956,0.2003492,0.6431199,0.0138659,0.002685444,0.001343557,0.006253039,0.01116869,0.03152466],"genre_scores_gemma":[0.07547561,0.05090819,0.8534382,0.005037019,0.001175992,0.0007436082,0.00331321,0.0006064195,0.009301722],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01992353,"threshold_uncertainty_score":0.1053669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762061456933624,"score_gpt":0.2371613729876054,"score_spread":0.2195407584182691,"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."}}