{"id":"W4243211225","doi":"10.1007/978-1-4939-7131-2_100683","title":"Modularity","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Modularity (biology); Computer science; Biology; Evolutionary 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741425,0.0009931457,0.0003664722,0.001041457,0.0008910834,0.001702935,0.0009314167,0.0006168669,0.06715578],"category_scores_gemma":[0.001093104,0.0003779269,0.0006488285,0.0007899571,0.002007543,0.00288954,0.001820635,0.001419067,0.02734019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009752761,"about_ca_system_score_gemma":0.000661462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006434381,"about_ca_topic_score_gemma":0.001077381,"domain_scores_codex":[0.9995949,0.00005428786,0.0000127406,0.0001247454,0.0001666826,0.00004669977],"domain_scores_gemma":[0.9997366,0.00004917673,0.00001694941,0.0000977595,0.00007724951,0.00002232995],"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":[0.00001556055,0.00001425135,0.00006046981,0.00008827008,0.000006972666,0.00003195388,0.0001310544,0.001084308,0.001418884,0.8457596,0.03590424,0.1154845],"study_design_scores_gemma":[0.0000068318,0.00001872912,0.0001624355,0.00005867546,0.00001109431,0.0002610222,0.00004230767,0.001797528,0.002151756,0.4682183,0.5272608,0.00001061309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002724213,0.0009570558,0.1561353,0.0007726791,0.0004394446,0.00006977562,0.0002041031,0.0008210338,0.8378764],"genre_scores_gemma":[0.1067266,0.002714523,0.08392788,0.0007906078,0.000548028,0.0001836459,0.0007298394,0.001391975,0.802987],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06715578,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116202559327337,"score_gpt":0.1842333702525766,"score_spread":0.1726131143198429,"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."}}