{"id":"W4414767847","doi":"10.1186/s12915-025-02408-3","title":"Multi-omics analysis reveals diapause-associated lipid remodeling in the fat body of Colorado potato beetle","year":2025,"lang":"en","type":"article","venue":"BMC Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"","keywords":"Transcriptome; Colorado potato beetle; Diapause; Lipid metabolism; Proteome; Fat body; Composition (language)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003229401,0.00007868979,0.00022141,0.00004295279,0.00006758062,0.000003995177,0.0002836098,0.0001217173,0.00006755874],"category_scores_gemma":[0.0004055811,0.00004781784,0.00009657015,0.0008457077,0.000178809,0.00001961693,0.0001303478,0.0001379963,0.00001955828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004852436,"about_ca_system_score_gemma":0.000006178375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752339,"about_ca_topic_score_gemma":0.0008316716,"domain_scores_codex":[0.999014,0.0002874469,0.0002535426,0.0002203096,0.00005010638,0.0001746601],"domain_scores_gemma":[0.9992954,0.0004343624,0.00008076446,0.0001591111,0.000009331178,0.00002109263],"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":[0.00001668834,0.0001828329,0.1763577,0.000002381082,0.00003015308,1.812436e-7,0.0000646443,0.001951535,0.8209853,0.0001607491,0.0001347493,0.0001131127],"study_design_scores_gemma":[0.0003259062,0.00006223672,0.9581235,0.000006427874,0.00009279433,1.102256e-7,0.0001548574,0.03041578,0.00558649,0.004952178,0.0001704095,0.000109319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976174,0.00003318809,0.001592037,0.0002406071,0.00002726731,0.0001251497,0.0000299695,0.00001145274,0.0003229043],"genre_scores_gemma":[0.9974877,0.00002485327,0.001846096,0.0004751159,0.000007740679,0.00001581048,0.00004881939,0.000001703564,0.00009222527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8153988,"threshold_uncertainty_score":0.1949955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006645700162066,"score_gpt":0.2799268057111159,"score_spread":0.2498603487094952,"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."}}