{"id":"W2997154454","doi":"10.21083/jeso.v150i0.5254","title":"Going off the deep end: Using public outdoor swimming pools as a detection survey tool for invasive insects","year":2019,"lang":"en","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Scarabaeidae; Popillia; Biology; Japanese beetle; Taxon; Invasive species; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003693243,0.0001386566,0.0002332068,0.00001312192,0.000431765,0.00003642702,0.0008370891,0.0001199806,0.0007194211],"category_scores_gemma":[0.0004204679,0.00006310528,0.0003871084,0.0001932,0.0002988994,0.0002094215,0.0004758282,0.0004685408,0.00002809256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009050966,"about_ca_system_score_gemma":0.0001154424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01115326,"about_ca_topic_score_gemma":0.05541917,"domain_scores_codex":[0.9984168,0.0003854583,0.00039076,0.0001313717,0.0003680185,0.0003076025],"domain_scores_gemma":[0.998133,0.0008857539,0.0006368359,0.0002581566,0.00004345975,0.00004280448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042865,0.0005424708,0.9006482,0.00005085623,0.0008550477,0.000004809056,0.01774597,0.02557477,0.04251149,0.0003121582,0.001312481,0.00939884],"study_design_scores_gemma":[0.0007777088,0.0006968065,0.9885176,0.00002652392,0.0001310864,0.0001457179,0.0005480315,0.001393674,0.002421536,0.003350977,0.001849658,0.0001406988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963444,0.00005217459,0.001813457,0.0005554973,0.000454571,0.000567935,0.000001296776,0.000005281347,0.0002053475],"genre_scores_gemma":[0.9975342,0.00002572815,0.0006318376,0.001009356,0.00003884008,0.000004876724,6.295709e-7,0.000007630993,0.0007468913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08786933,"threshold_uncertainty_score":0.9954315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109857656117444,"score_gpt":0.2402920007472719,"score_spread":0.2091934241860975,"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."}}