{"id":"W4414105614","doi":"10.1093/jee/toaf197","title":"Three-generation simultaneous selection in two quantitative traits of <i>Tenebrio molitor</i> (Coleoptera: Tenebrionidae) and seasonal effects on phenotype expression","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Fecundity; Pupa; Heritability; Larva; Selection (genetic algorithm); Longevity; Body weight; Blood meal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026871,0.0004358357,0.0003126838,0.0003483642,0.0003190962,0.0002532964,0.0003866417,0.0002116727,0.0009909752],"category_scores_gemma":[0.0002182444,0.0001855078,0.0003744433,0.0001441503,0.0001862521,0.0001167282,0.0004136811,0.0004751957,0.0001812013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766792,"about_ca_system_score_gemma":0.0002042849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261521,"about_ca_topic_score_gemma":0.007248994,"domain_scores_codex":[0.9998685,0.00001743739,0.000009931906,0.00004465245,0.00002874495,0.00003076669],"domain_scores_gemma":[0.9997287,0.00004302666,0.00008471221,0.00002677708,0.00003427036,0.00008244399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005926864,0.0003039707,0.006978756,0.00003733574,0.00005604818,0.0001444882,0.000209338,0.0001273437,0.9839522,0.00006137539,0.00006481272,0.007471648],"study_design_scores_gemma":[0.0002532427,0.00739949,0.786776,0.00003612835,0.0004355562,0.0009568644,0.0005223366,0.003696477,0.1951463,0.0001010622,0.00459756,0.00007905764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990701,0.00005761344,0.0004277876,0.000007889086,0.000004527427,0.00003420402,0.0001020632,0.00001746452,0.000278327],"genre_scores_gemma":[0.9916959,0.0001261582,0.003500674,0.0000694769,0.00000801209,0.0001786859,0.000959805,0.00003419569,0.003426934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261521,"threshold_uncertainty_score":0.005199969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621434577563473,"score_gpt":0.2711067536525678,"score_spread":0.254892407876933,"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."}}