{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005393789,0.0001395634,0.0001058258,0.001103687,0.0001989292,0.0001845036,0.00009146897,0.00006833425,0.0006889533],"category_scores_gemma":[0.00007869224,0.00006890255,0.0001567194,0.0006879347,0.00006604094,0.0002052569,0.0001163205,0.0001268692,0.0001480535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754576,"about_ca_system_score_gemma":0.0001274253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179703,"about_ca_topic_score_gemma":0.002360257,"domain_scores_codex":[0.9999576,0.000003369337,0.00000323761,0.00001501461,0.0000116486,0.0000091597],"domain_scores_gemma":[0.9999462,0.000007090499,0.0000227112,0.000002922734,0.00001017652,0.0000108322],"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":[0.0005782149,0.00007618692,0.2057472,0.0006711874,0.00005494084,0.0008719979,0.0004969731,0.001590616,0.6615146,0.001336855,0.0007181443,0.126343],"study_design_scores_gemma":[0.000005930469,0.0002365278,0.9358469,0.00003353165,0.0000468947,0.001097841,0.0002825323,0.002496304,0.04925681,0.0004956555,0.01017719,0.00002376381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819803,0.008620494,0.004467545,0.00003144859,0.0000104678,0.00002393039,0.001887912,0.00003890381,0.002939058],"genre_scores_gemma":[0.982461,0.005902472,0.00516974,0.00002827968,0.00001430907,0.00003997041,0.004049356,0.00001574791,0.002319092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00179703,"threshold_uncertainty_score":0.00357312,"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."}}