{"id":"W1566287785","doi":"10.1002/jez.b.22639","title":"Building blocks of a fish head: Developmental and variational modularity in a complex system","year":2015,"lang":"en","type":"article","venue":"Journal of Experimental Zoology Part B Molecular and Developmental Evolution","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modularity (biology); Lateral line; Biology; Anatomy; Skull; Body plan; Evolutionary developmental biology; Evolutionary biology; Zebrafish","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698291,0.0001611424,0.0004004836,0.0002150054,0.00007110522,0.0000169351,0.00008992291,0.0001315998,0.0000259365],"category_scores_gemma":[0.0001612298,0.0001471922,0.00005281171,0.0001708452,0.0001133385,0.0001479116,0.0001401212,0.0001589606,7.711387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004558539,"about_ca_system_score_gemma":0.0001704301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004497279,"about_ca_topic_score_gemma":0.000009337561,"domain_scores_codex":[0.9984282,0.0001457286,0.0007528262,0.0001874562,0.0002973451,0.0001884322],"domain_scores_gemma":[0.9992834,0.00008068635,0.0003335379,0.00005091064,0.000106578,0.0001448322],"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":[0.001041095,0.002447851,0.1022268,0.0001970179,0.0005570489,0.0005224373,0.003034128,0.0001268476,0.5320149,0.3532712,0.003733291,0.0008274117],"study_design_scores_gemma":[0.03836751,0.004010571,0.464306,0.001586847,0.0003812252,0.03038659,0.04296155,0.01453762,0.3112896,0.08680466,0.002493039,0.002874794],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976899,0.0003490972,0.02174604,0.00008624745,0.000111496,0.0001598087,0.000009196853,0.000009404248,0.000629738],"genre_scores_gemma":[0.8435717,0.000002568077,0.1563067,0.00006728692,0.00002195296,0.000007828024,0.000006885429,0.000007875717,0.000007180685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3620792,"threshold_uncertainty_score":0.6002324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209878247909933,"score_gpt":0.3039591867644024,"score_spread":0.251860404285303,"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."}}