{"id":"W7135061557","doi":"10.5281/zenodo.18982724","title":"Plodia interpunctella","year":2023,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plodia interpunctella; Food spoilage; Meal; Pyralidae; Quarantine","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001124024,0.0003021625,0.0002849624,0.000150838,0.004776548,0.002817752,0.001928877,0.0001834471,0.06163098],"category_scores_gemma":[0.0008429511,0.0001773529,0.0001659013,0.002119735,0.0003983003,0.0003825192,0.002074769,0.0004609943,0.09281477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449029,"about_ca_system_score_gemma":0.000003697159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055607,"about_ca_topic_score_gemma":0.000004404713,"domain_scores_codex":[0.9966238,0.0006713406,0.0004424498,0.0007544404,0.0005733704,0.0009345625],"domain_scores_gemma":[0.998473,0.0001115769,0.0001670817,0.0002747524,0.0006602273,0.0003133655],"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":[0.0001769974,0.0001859801,0.00001119322,0.000073129,0.00009536965,0.00007811464,0.001598888,0.00005688852,0.08430341,0.008922638,0.3939577,0.5105397],"study_design_scores_gemma":[0.0003442503,0.0007226148,0.006884191,0.00005741537,0.00002260764,0.00006942134,0.001405737,0.000716474,0.0003473639,0.0007865102,0.9882841,0.0003593845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5095359,0.0003597229,0.00007236842,0.008758683,0.001008211,0.001177748,0.0009970687,0.004304946,0.4737853],"genre_scores_gemma":[0.9903142,0.0005073834,0.00001376569,0.0002304368,0.0008531815,4.465956e-8,0.002261983,0.0003041531,0.005514795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5943264,"threshold_uncertainty_score":0.9982174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998911592694548,"score_gpt":0.2352299513063837,"score_spread":0.1852408353794383,"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."}}