{"id":"W7134899712","doi":"10.5376/me.2025.16.0006","title":"Laboratory Rearing Methods and Observations of <i>Plutella xylostella</i> L. Under Controlled Conditions","year":2025,"lang":"","type":"article","venue":"Molecular Entomology","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ectotherm; Work (physics); Quality (philosophy); Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001079288,0.0004596374,0.001251883,0.0001501419,0.0004552431,0.0000746631,0.0004314674,0.0005149771,0.0002579684],"category_scores_gemma":[0.0007057982,0.0002753046,0.0002969159,0.001110664,0.0008560539,0.0001016141,0.0005537499,0.0002544942,0.0000126899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000732556,"about_ca_system_score_gemma":0.000122827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003990954,"about_ca_topic_score_gemma":0.0002546707,"domain_scores_codex":[0.9955715,0.001731315,0.0009926889,0.000819182,0.000229544,0.0006557552],"domain_scores_gemma":[0.9970441,0.001628603,0.0004457776,0.0002750772,0.0004450244,0.0001613757],"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":[0.000141409,0.0001808592,0.000840752,0.00005143426,0.0007028388,0.00004535514,0.00009088973,0.00002796452,0.9272736,0.06934371,0.0003599421,0.0009412369],"study_design_scores_gemma":[0.01105401,0.001531833,0.3820808,0.0006363451,0.003466769,0.0001838373,0.0007281951,0.0009891276,0.5273939,0.0301502,0.03962885,0.002156099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753907,0.01393455,0.0009962014,0.004204642,0.0008438259,0.0009013099,0.0005569831,0.00005743236,0.003114316],"genre_scores_gemma":[0.9925706,0.001782155,0.00281879,0.001067963,0.00006578003,0.0001036426,0.0001520618,0.000006053956,0.001432939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998797,"threshold_uncertainty_score":0.9999699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280759913913962,"score_gpt":0.2889595021755784,"score_spread":0.2661519030364388,"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."}}