{"id":"W7139443121","doi":"","title":"Khapra beetle, <i>Trogoderma granarium</i> interceptions and eradications in Australia and around the world","year":2016,"lang":"en","type":"report","venue":"UWA Profiles and Research Repository (UWA)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trogoderma granarium; Infestation; PEST analysis; Population; Insect pest; Chemical control","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":[0.0002317582,0.000110108,0.00008145809,0.0004113686,0.00066502,0.0004896139,0.0002326039,0.000261264,0.001543954],"category_scores_gemma":[0.0003368361,0.0001392012,0.0001367318,0.0003938704,0.0004795854,0.0003915971,0.0006937952,0.000499756,0.0001867858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009745999,"about_ca_system_score_gemma":0.001206881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0940352,"about_ca_topic_score_gemma":0.1985195,"domain_scores_codex":[0.9997442,0.00002701916,0.000013089,0.00005366156,0.0001046674,0.00005737829],"domain_scores_gemma":[0.9996171,0.000023739,0.0001651586,0.00001227283,0.00008117424,0.0001005689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003409612,0.0003947088,0.5956241,0.00168353,0.0001533683,0.005336095,0.008971045,0.001161883,0.04551718,0.002224206,0.01782544,0.3207674],"study_design_scores_gemma":[0.000005186094,0.0001213547,0.9715201,0.00008045194,0.00002118803,0.001019542,0.002233085,0.0001924833,0.0008623141,0.000064641,0.02386639,0.00001321603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755644,0.006445224,0.0002291926,0.001109862,0.00003352946,0.00004514387,0.0003651209,0.00004392677,0.01616371],"genre_scores_gemma":[0.989473,0.003451677,0.0004603723,0.0003276638,0.00001178873,0.00001354619,0.000296737,0.000005228748,0.00595984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0940352,"threshold_uncertainty_score":0.1869757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222435553069163,"score_gpt":0.4115966001504756,"score_spread":0.2893530448435592,"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."}}