{"id":"W6949678468","doi":"10.5281/zenodo.15196125","title":"Plutella xylostella","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plutella; Diamondback moth; Plutellidae; Larva; Brassica","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005901636,0.00009704128,0.0001008978,0.00004690578,0.001995643,0.0005494852,0.0007817228,0.00005418699,0.01814277],"category_scores_gemma":[0.0002864274,0.0000481184,0.00006239837,0.0009621605,0.00008171813,0.0001168063,0.0006411114,0.0001730524,0.03157315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004320424,"about_ca_system_score_gemma":0.000001001971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003240799,"about_ca_topic_score_gemma":0.000001585563,"domain_scores_codex":[0.9984715,0.0002421753,0.0001421209,0.0002966244,0.0003641471,0.0004834429],"domain_scores_gemma":[0.9993638,0.00005658402,0.00003751561,0.0001127419,0.0002376272,0.0001916954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005410841,0.0000561057,0.000005234238,0.00001022633,0.00001882597,0.0000255927,0.0001735985,0.000008143257,0.240998,0.001273038,0.2000727,0.5573044],"study_design_scores_gemma":[0.0002075602,0.0003144733,0.001717599,0.000009300983,0.000003451885,0.00003472325,0.0002803678,0.0003151539,0.004456349,0.0003955224,0.9921221,0.0001433906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7929597,0.00008986995,0.00002472685,0.003242469,0.00009154228,0.0004635584,0.0002507541,0.001976097,0.2009013],"genre_scores_gemma":[0.9956367,0.0001273861,0.000008802695,0.000128952,0.000289976,4.455925e-8,0.001380556,0.00006767127,0.002359893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7920495,"threshold_uncertainty_score":0.9993036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714788237669576,"score_gpt":0.2221983238199323,"score_spread":0.1850504414432366,"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."}}