{"id":"W7135027254","doi":"10.5281/zenodo.18982723","title":"Plodia interpunctella","year":2023,"lang":"","type":"article","venue":"Open MIND","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000624218,0.0002796248,0.0003589959,0.00002768181,0.0003890518,0.001680303,0.00152157,0.0002005076,0.04851195],"category_scores_gemma":[0.000108256,0.0001136689,0.0001484599,0.001024496,0.0001747559,0.0004322913,0.0009258712,0.0002195037,0.03897518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003674379,"about_ca_system_score_gemma":0.00006328779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008915549,"about_ca_topic_score_gemma":0.002852145,"domain_scores_codex":[0.9978776,0.000155968,0.0003908449,0.000642439,0.0002581097,0.000675066],"domain_scores_gemma":[0.9991623,0.0003033651,0.0001370359,0.0001391965,0.0000837991,0.0001743352],"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":[0.0001087016,0.00007991162,0.0009253406,0.000004038453,0.00004691288,0.00010104,0.0005750483,0.00001151795,0.09575482,0.0001873897,0.00492684,0.8972784],"study_design_scores_gemma":[0.000632363,0.0009769053,0.08913107,0.0001438148,0.00006496464,0.00001878503,0.005121402,0.0008332093,0.005459588,0.001663069,0.8951219,0.000832909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7979292,0.0001140312,2.09525e-7,0.002800398,0.0007564237,0.0004976225,0.00008203956,0.000007444116,0.1978127],"genre_scores_gemma":[0.9571559,0.0001294535,0.00007144539,0.0001075549,0.0005718291,0.0000196964,0.00006755136,0.000002181033,0.04187434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8964455,"threshold_uncertainty_score":0.999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08757539300456865,"score_gpt":0.3036270719808974,"score_spread":0.2160516789763287,"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."}}