{"id":"W4254521922","doi":"10.1007/978-3-319-90391-0_2","title":"Systematic Strategies","year":2018,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in systems biology","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"In silico; Computational biology; Mars Exploration Program; Translation (biology); Eukaryotic translation; Gene; Computer science; Biology; Data mining; Genetics; Messenger RNA","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":[],"category_scores_codex":[0.0008435041,0.0005709998,0.001034542,0.0001983723,0.00006469332,0.0000753857,0.0005876833,0.001488729,0.0001728434],"category_scores_gemma":[0.000102959,0.0005118731,0.0002264846,0.00003050969,0.0002377725,0.000004443294,0.0002381918,0.0002278015,0.0004142917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005866868,"about_ca_system_score_gemma":0.0001809751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000063951,"about_ca_topic_score_gemma":0.00009644873,"domain_scores_codex":[0.9973388,0.0001949443,0.0009543541,0.0008842658,0.0001582198,0.0004694208],"domain_scores_gemma":[0.9981186,0.00005061974,0.0005439366,0.001063676,0.000128863,0.0000943065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001959374,0.0000527679,0.00010222,0.02338078,0.0010947,0.00009404344,0.0002109509,0.00002683331,0.315244,0.6565727,0.002651741,0.0003733106],"study_design_scores_gemma":[0.001581405,0.002724999,0.00003118692,0.0325987,0.0003458522,0.0004911518,0.0006207797,0.00003762892,0.03540019,0.05264115,0.8692067,0.004320246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007400285,0.0520924,0.004488441,0.00004664476,0.005319607,0.003991311,0.0001481431,0.0001365839,0.9263766],"genre_scores_gemma":[0.4242448,0.002001987,0.0005404933,0.0001693863,0.003781763,0.0005902092,0.0002976226,0.0003437918,0.56803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.866555,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491021703980888,"score_gpt":0.2455220738279249,"score_spread":0.230611856788116,"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."}}