{"id":"W3083461903","doi":"10.1007/978-1-0716-0868-5_18","title":"High-Throughput Rapid Yeast Chronological Lifespan Assay","year":2020,"lang":"en","type":"book-chapter","venue":"Methods in molecular biology","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Throughput; Yeast; Computational biology; Biology; Computer science; Genetics; Telecommunications","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001367019,0.0004666935,0.0008827156,0.00005827426,0.00009715235,0.00003690103,0.0007945681,0.001357448,0.003022988],"category_scores_gemma":[0.000447072,0.0001832856,0.0003397652,0.0001708643,0.000400434,0.00002181459,0.000578663,0.001206998,0.0003062706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008236689,"about_ca_system_score_gemma":0.00004054023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110031,"about_ca_topic_score_gemma":0.00006302764,"domain_scores_codex":[0.9962491,0.001354492,0.0005073036,0.001056215,0.000212944,0.0006199834],"domain_scores_gemma":[0.9987274,0.0006222373,0.0001797646,0.0001868857,0.00007117623,0.0002125815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003244655,0.00003240612,0.00003315605,0.00001298014,0.0000623542,0.000180593,0.000009488079,0.000001277356,0.6218639,0.07853953,0.0003109114,0.298921],"study_design_scores_gemma":[0.000437972,0.001903435,0.002033056,0.00008254117,0.00006161886,0.00005320354,0.00003214634,0.0000468401,0.01670485,0.139675,0.8377893,0.001180075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006363893,0.02402524,0.1208512,0.03936528,0.003751827,0.004211004,0.0009417567,0.0009704191,0.7995194],"genre_scores_gemma":[0.01455509,0.006000013,0.8612555,0.006626481,0.00410569,0.0002306985,0.002382627,0.00005543417,0.1047885],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8374784,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0639209597178891,"score_gpt":0.3650008628347823,"score_spread":0.3010799031168933,"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."}}