{"id":"W4241515187","doi":"10.1007/978-3-662-53120-4_300454","title":"Modularity","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","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":[0.0003407656,0.0009122786,0.0003497674,0.001041707,0.0008879522,0.001738532,0.0008704209,0.0005707227,0.07911672],"category_scores_gemma":[0.001032722,0.0003711549,0.0006238323,0.0008634836,0.001762648,0.002457544,0.001694468,0.001252622,0.03184198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009492253,"about_ca_system_score_gemma":0.0006810079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007497394,"about_ca_topic_score_gemma":0.001217886,"domain_scores_codex":[0.9996223,0.00005121864,0.00001126588,0.0001124722,0.0001561901,0.00004635792],"domain_scores_gemma":[0.999726,0.0000489461,0.00001687813,0.0001032629,0.00008138447,0.00002349078],"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":[0.00001935114,0.00001729029,0.00006995353,0.00008941221,0.000007196772,0.00003502992,0.0001376691,0.001177353,0.00180752,0.8204927,0.04457733,0.1315691],"study_design_scores_gemma":[0.000007889032,0.00002377182,0.0001946041,0.00005334141,0.00001165937,0.0002915272,0.00004546184,0.002123924,0.002491192,0.4138826,0.5808629,0.00001109218],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002770101,0.0007138477,0.1371768,0.0006251744,0.0003281292,0.00007455175,0.0002368841,0.0009558115,0.8571187],"genre_scores_gemma":[0.09426306,0.001840422,0.07438722,0.0005884708,0.0003577216,0.0001572557,0.0007087808,0.001178741,0.8265183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07911672,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009639990930600377,"score_gpt":0.1748939865158924,"score_spread":0.165253995585292,"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."}}