{"id":"W6893283490","doi":"10.5281/zenodo.15196126","title":"Plutella xylostella","year":2023,"lang":"en","type":"article","venue":"Open MIND","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006874818,0.001043566,0.0003022187,0.001384247,0.0007976228,0.0004152184,0.0003444451,0.0002523359,0.03251885],"category_scores_gemma":[0.0001096778,0.0002549216,0.0003573901,0.0007565097,0.0002584476,0.0006577411,0.0005666386,0.0005965212,0.01352552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003590122,"about_ca_system_score_gemma":0.000216309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005219501,"about_ca_topic_score_gemma":0.008343322,"domain_scores_codex":[0.9999281,0.000007197167,0.00000451032,0.00002654168,0.00001725146,0.00001637005],"domain_scores_gemma":[0.99993,0.000009696232,0.00002209812,0.00001242184,0.00001350342,0.00001227431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001281764,0.0001581003,0.02179418,0.002048317,0.0001720419,0.003550154,0.001354477,0.002272283,0.5801172,0.00717666,0.03552246,0.3445523],"study_design_scores_gemma":[0.00009252634,0.0002552788,0.1702958,0.0003449041,0.0001602838,0.006573627,0.0007172511,0.0007481683,0.02735003,0.002281016,0.7911249,0.00005616654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4536279,0.02065455,0.0125168,0.0005792386,0.0005104938,0.0002500593,0.03049857,0.003562474,0.4778],"genre_scores_gemma":[0.780735,0.003299671,0.003245425,0.0004589008,0.00009938836,0.0001246042,0.01645725,0.0003982577,0.1951815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03251885,"threshold_uncertainty_score":0.1087863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07514398057407462,"score_gpt":0.3037271915891978,"score_spread":0.2285832110151232,"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."}}