{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002604865,0.00005533228,0.00008041207,0.000005793986,0.0001307922,0.0001832071,0.0004323731,0.00003577485,0.0101069],"category_scores_gemma":[0.00002787479,0.00001824128,0.00003626445,0.0003474696,0.00002024859,0.00007778921,0.0001951502,0.00005835097,0.01010474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007093695,"about_ca_system_score_gemma":0.000008929068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001468244,"about_ca_topic_score_gemma":0.0004184731,"domain_scores_codex":[0.9993,0.00004259693,0.00007740784,0.0001708472,0.0001420287,0.0002670871],"domain_scores_gemma":[0.9997279,0.0001032693,0.00001668589,0.00004080662,0.00002249394,0.00008880965],"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":[0.00002056689,0.00001499988,0.0002485146,3.2105e-7,0.000004933655,0.0000205505,0.00003438828,7.765866e-7,0.2395183,0.00001267423,0.003405563,0.7567184],"study_design_scores_gemma":[0.0005787514,0.0006167938,0.01809586,0.00002243335,0.00000865685,0.00001304421,0.0009051239,0.0005458126,0.2451091,0.0008829822,0.7328088,0.0004125908],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099497,0.00002628627,9.504275e-8,0.001349033,0.00003721371,0.0001873577,0.00001956517,0.000004263858,0.08842649],"genre_scores_gemma":[0.9829625,0.00002466108,0.00003009691,0.00005070347,0.0001446647,0.00001075207,0.00003931436,3.730769e-7,0.01673693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7563058,"threshold_uncertainty_score":0.990798,"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."}}