{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004687428,0.000716377,0.0008940268,0.001758648,0.001989553,0.001079117,0.0007211393,0.0006418025,0.00009036283],"category_scores_gemma":[0.0005093786,0.0004683349,0.0001776615,0.001129986,0.004219796,0.0005024097,0.000917457,0.002997202,0.0001275253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000755762,"about_ca_system_score_gemma":0.001198828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004907092,"about_ca_topic_score_gemma":0.0003913203,"domain_scores_codex":[0.9919242,0.001576685,0.001174114,0.001610353,0.002339189,0.001375406],"domain_scores_gemma":[0.9951959,0.00116939,0.0004850619,0.001395099,0.001097502,0.0006570028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004345092,0.000819336,0.1070917,0.003005015,0.001137798,0.0009941958,0.003262667,0.000003323518,0.1601211,0.005563747,0.7118397,0.00572688],"study_design_scores_gemma":[0.001959878,0.0004423513,0.2930812,0.004209357,0.0004036588,0.003062092,0.001910229,0.0001603372,0.01168721,0.002896919,0.6785923,0.001594452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8716151,0.01974788,0.00002032507,0.007690502,0.001491913,0.007178349,0.001553581,0.0003182908,0.09038413],"genre_scores_gemma":[0.785163,0.006645937,0.0001810961,0.00003319125,0.001841752,0.001345048,0.0001841575,0.0002466826,0.2043591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859895,"threshold_uncertainty_score":0.9999579,"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."}}