{"id":"W4247913979","doi":"10.1007/978-3-319-28755-3_11","title":"Homostability","year":2016,"lang":"en","type":"book-chapter","venue":"Evolutionary Bioinformatics","topic":"Photosynthetic Processes and Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Gene duplication; Recombination; Biology; Genetic algorithm; Gene; Genome; Genetics; Natural selection; Evolutionary biology; Selection (genetic algorithm)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002953001,0.0006342841,0.0004056312,0.0008390705,0.000912459,0.002170796,0.0006737014,0.0009177116,0.03201217],"category_scores_gemma":[0.0005406999,0.0003142507,0.0003588481,0.0006268988,0.002752339,0.003045823,0.001698755,0.001876245,0.01557292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160471,"about_ca_system_score_gemma":0.0004386603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427892,"about_ca_topic_score_gemma":0.0005519376,"domain_scores_codex":[0.9997383,0.00003408796,0.00001072772,0.0001001939,0.00009197301,0.00002465057],"domain_scores_gemma":[0.9998145,0.00006790717,0.00001334925,0.00004133204,0.00004305457,0.0000199648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005604784,0.00003696765,0.0001583456,0.0006351707,0.00001472485,0.0001404845,0.0009319565,0.0006248386,0.007971198,0.6544551,0.09029979,0.2446753],"study_design_scores_gemma":[0.000004176685,0.00002152091,0.0001781748,0.0001164898,0.000006226786,0.0004330255,0.00005268033,0.000198663,0.002290989,0.08525414,0.9114333,0.00001061327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00454493,0.05254537,0.01618773,0.003217713,0.002236519,0.00003967547,0.0002180676,0.0005460624,0.9204639],"genre_scores_gemma":[0.08809669,0.03773301,0.01301369,0.002916519,0.001563635,0.000109292,0.0003597054,0.000657507,0.85555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03201217,"threshold_uncertainty_score":0.1070914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008513363850236306,"score_gpt":0.2100103556661622,"score_spread":0.2014969918159259,"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."}}