{"id":"W2569124884","doi":"10.22004/ag.econ.246086","title":"Khapra beetle, Trogoderma granarium interceptions and eradications in Australia and around the world","year":2016,"lang":"en","type":"preprint","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trogoderma granarium; Biology; PEST analysis; Infestation; Toxicology; Agronomy; Botany","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":[0.0002108071,0.0000959914,0.00006904462,0.000520465,0.0006959229,0.0004946433,0.0001778421,0.0002572133,0.001149581],"category_scores_gemma":[0.0004071035,0.0001142279,0.00008961326,0.0005437469,0.0003640132,0.0004311019,0.0005939677,0.0003527981,0.0001320684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009883695,"about_ca_system_score_gemma":0.001365146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1021162,"about_ca_topic_score_gemma":0.2314501,"domain_scores_codex":[0.9997723,0.00002941332,0.00001293648,0.0000417777,0.00009491703,0.00004866537],"domain_scores_gemma":[0.9996498,0.00002024186,0.0001547837,0.000007359276,0.00007676408,0.0000910615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001754024,0.000305845,0.6653937,0.001278206,0.00009174072,0.005919748,0.01635276,0.0007980235,0.01700037,0.002068008,0.01085022,0.2797659],"study_design_scores_gemma":[0.000002501631,0.00007859369,0.9777498,0.00008289937,0.0000167086,0.0009871338,0.003665558,0.0001980977,0.0003965551,0.00006364522,0.01674904,0.000009494064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810512,0.006478307,0.0001226779,0.001159118,0.00002827314,0.00002576622,0.0001530723,0.00001509764,0.01096639],"genre_scores_gemma":[0.9898376,0.004139261,0.0002434671,0.0002266549,0.0000132701,0.000009024109,0.0001176274,0.000002528841,0.005410574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021162,"threshold_uncertainty_score":0.2030437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953407536626847,"score_gpt":0.2558780736678067,"score_spread":0.2063439983015382,"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."}}