{"id":"W2898869560","doi":"10.1007/978-981-13-2233-4_10","title":"Peroxisome Protein Prediction in Drosophila melanogaster","year":2018,"lang":"en","type":"review","venue":"Sub-cellular biochemistry/Subcellular biochemistry","topic":"Peroxisome Proliferator-Activated Receptors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Drosophila melanogaster; Peroxisome; Biology; Biogenesis; Melanogaster; Genetics; Multicellular organism; Genome; Drosophila (subgenus); Cell biology; Gene; Computational biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001057775,0.002858716,0.002906117,0.000468582,0.0003350342,0.000280883,0.002395963,0.005309443,0.0002973082],"category_scores_gemma":[0.0005148498,0.002973469,0.001866818,0.001289968,0.0009687773,0.00003168643,0.001235186,0.002045387,0.0005470818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008434166,"about_ca_system_score_gemma":0.001849677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001623156,"about_ca_topic_score_gemma":0.000004327389,"domain_scores_codex":[0.989266,0.000464292,0.002644311,0.004314579,0.001167308,0.002143459],"domain_scores_gemma":[0.993592,0.00004268433,0.001376152,0.003706869,0.000399965,0.0008823471],"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":[0.0001262358,0.0005975464,0.0000363249,0.01159813,0.0005634465,0.0001413387,0.00002201378,0.000001830174,0.974061,0.000002218036,0.003348928,0.009500974],"study_design_scores_gemma":[0.0009664383,0.000194709,1.809481e-7,0.004594188,0.0002843215,0.0001987276,0.00003398797,0.00001082203,0.6704866,0.00001407037,0.3214538,0.001762187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1441827,0.8508428,0.0001195519,0.00003168088,0.0005415378,0.002021397,0.0008945872,0.0002017204,0.00116409],"genre_scores_gemma":[0.04522104,0.9111615,0.0005105364,0.00007885035,0.005902276,0.001709571,0.02270671,0.001047615,0.01166191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3181048,"threshold_uncertainty_score":0.9984145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145326582396425,"score_gpt":0.2513177278189461,"score_spread":0.2367850695793036,"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."}}