{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370368,0.0001745167,0.0002733369,0.00009421572,0.0003247785,0.00008922067,0.0004786898,0.0001609678,0.0006980257],"category_scores_gemma":[0.00001729762,0.00008331842,0.00009022669,0.00022987,0.0007663409,0.0002343921,0.0004795709,0.0004475845,0.00002555918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005002472,"about_ca_system_score_gemma":0.00002840864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01030218,"about_ca_topic_score_gemma":0.1254014,"domain_scores_codex":[0.9987634,0.000210388,0.0001575725,0.0004000788,0.0001797592,0.0002887767],"domain_scores_gemma":[0.9991626,0.000392236,0.0001166865,0.0001351203,0.00008993978,0.0001034617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009293595,0.001097618,0.3741572,0.0007062266,0.0009915972,0.0003770543,0.02387624,0.0001123367,0.3300862,0.07126424,0.02186663,0.1745352],"study_design_scores_gemma":[0.0003256689,0.0000823926,0.9881428,0.00009689404,0.00003773838,0.000009080747,0.003100188,0.0001531151,0.00003216511,0.003596275,0.004219446,0.0002042715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808718,0.00009794498,0.00001232967,0.01682197,0.00005545119,0.0003621878,0.000213489,0.00001579656,0.001549037],"genre_scores_gemma":[0.9950601,0.0002956949,0.00007387668,0.00004370735,0.00008463935,0.00000272039,0.00004132123,0.000001173822,0.004396796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6139855,"threshold_uncertainty_score":0.9962883,"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."}}