{"id":"W2805090609","doi":"10.1038/s41598-018-25715-y","title":"Modularity promotes morphological divergence in ray-finned fishes","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; University of Michigan","keywords":"Modularity (biology); Divergence (linguistics); Evolutionary biology; Biology; Computer science; Zoology; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006012517,0.0002335503,0.0002860484,0.001302726,0.0004595244,0.0005612909,0.0003006969,0.0003708834,0.001728907],"category_scores_gemma":[0.002190197,0.0002666469,0.0003555967,0.0004594114,0.001054396,0.000587382,0.001134751,0.0003717524,0.0001687258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406349,"about_ca_system_score_gemma":0.0002344879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006216336,"about_ca_topic_score_gemma":0.001230825,"domain_scores_codex":[0.9996748,0.00007621024,0.00002721032,0.000103254,0.0000651783,0.00005343009],"domain_scores_gemma":[0.9985677,0.000385126,0.0006275993,0.0001400048,0.0001194657,0.0001600086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005820148,0.00006088232,0.4821823,0.0001755831,0.0002183103,0.0004255306,0.001398187,0.005890838,0.4849419,0.003590451,0.0001019881,0.02043193],"study_design_scores_gemma":[0.000007956771,0.0001105075,0.9874663,0.000009979703,0.00003956641,0.0003773389,0.0002394597,0.004253382,0.005354349,0.001863179,0.0002590283,0.00001906449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998894,0.00005315467,0.0006995837,0.00001025803,9.184521e-7,0.000001759758,0.0000145561,0.000006970381,0.0003188234],"genre_scores_gemma":[0.9993451,0.0000199468,0.0005186835,0.000005405169,0.000001602019,0.000002044604,0.00002097947,0.000003404657,0.000082799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001728907,"threshold_uncertainty_score":0.005783796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028763143233468,"score_gpt":0.3043161068539496,"score_spread":0.2440284754216149,"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."}}