{"id":"W4387118513","doi":"10.5376/me.2023.14.0006","title":"Analysis of Life Cycle and Development Process of Holometabolous Insects","year":2023,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metamorphosis; Biology; Larva; Pupa; Ecology; Insect; Hatching; Process (computing); Developmental stage; Zoology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.000181268,0.000106093,0.0002945869,0.0003146899,0.00003638918,0.000002210908,0.0001189241,0.0001793859,0.00003227637],"category_scores_gemma":[0.00006246091,0.0001032623,0.00007631726,0.0005262186,0.0001350572,0.000001897954,0.00009896632,0.00005127716,0.000004312714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002524723,"about_ca_system_score_gemma":0.00007836542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009830214,"about_ca_topic_score_gemma":0.00002298771,"domain_scores_codex":[0.9991644,0.00006073519,0.0002521274,0.0002418899,0.00008043148,0.0002004091],"domain_scores_gemma":[0.9995724,0.00001005155,0.000114178,0.0001743578,0.00007452763,0.00005446396],"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":[0.00008116905,0.0001210342,0.131234,0.00004415374,0.000695087,0.0000251876,0.0003041769,0.0005286477,0.8651906,0.00008464021,0.0000162619,0.001675087],"study_design_scores_gemma":[0.0004362086,0.0002240698,0.2382348,0.000002628315,0.0002530377,0.000007365499,0.00008701265,0.00009405717,0.7603323,0.00004493295,0.0001416431,0.0001418806],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990786,0.0003220953,0.0003181776,0.00002588771,0.00005457741,0.00009069795,0.000009306887,0.00001192233,0.000088726],"genre_scores_gemma":[0.9994222,0.00004210925,0.0001484166,0.0001111861,0.000008573348,0.00002362174,0.0001709102,0.000009690543,0.00006327808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1070009,"threshold_uncertainty_score":0.4210916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009796338474239824,"score_gpt":0.2663477657327364,"score_spread":0.2565514272584966,"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."}}