{"id":"W3010420241","doi":"10.3390/insects11030156","title":"The Effects of Weather on the Flight of an Invasive Bark Beetle, Pityophthorus juglandis","year":2020,"lang":"en","type":"article","venue":"Insects","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; University of California, Davis; U.S. Forest Service; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Biology; Bark beetle; Relative humidity; Pheromone trap; Vapour Pressure Deficit; Ecology; Zoology; Bark (sound); Pheromone; Botany; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001795139,0.00009493707,0.0001122371,0.00001087908,0.0001352779,0.000007980704,0.0003817535,0.0000463819,0.0003645595],"category_scores_gemma":[0.0002327356,0.00005093098,0.00004925624,0.0001699551,0.0002740755,0.00005305138,0.0001587296,0.0001032933,0.0001522942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002199929,"about_ca_system_score_gemma":0.00000879339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497273,"about_ca_topic_score_gemma":0.0003173989,"domain_scores_codex":[0.9992091,0.0001434721,0.0001365809,0.0001646191,0.0001870865,0.0001591324],"domain_scores_gemma":[0.9989993,0.0005699018,0.00009246353,0.0002786748,0.000005005615,0.00005463624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001883456,0.001889375,0.06994206,0.0006643871,0.0006629921,0.0004072196,0.04108282,0.003288931,0.7321074,0.04935365,0.0743982,0.02431949],"study_design_scores_gemma":[0.0008135523,0.00298929,0.8165805,0.00004722628,0.00005688516,0.00000431794,0.0003064456,0.000262045,0.1641398,0.005155233,0.009427458,0.0002172825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850573,0.00004495102,0.000006782914,0.0007358919,0.0001670845,0.0003847675,0.000002292234,0.00001262066,0.01358832],"genre_scores_gemma":[0.9983318,0.00004312454,0.00002272885,0.001358257,0.00002752005,0.00002993411,0.000001119468,0.000008487849,0.0001770005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7466384,"threshold_uncertainty_score":0.3991671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007018355548791435,"score_gpt":0.1950898551452428,"score_spread":0.1880714995964514,"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."}}