{"id":"W2049983064","doi":"10.1007/s11692-015-9321-z","title":"Correlations Between the Morphology of Sonic Hedgehog Expression Domains and Embryonic Craniofacial Shape","year":2015,"lang":"en","type":"article","venue":"Evolutionary Biology","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health; National Science Foundation","keywords":"Morphometrics; Sonic hedgehog; Landmark; Craniofacial; Hedgehog; Shape analysis (program analysis); Biology; Phenotype; Expression (computer science); Computer science; Artificial intelligence; Evolutionary biology; Computer vision; Anatomy; Gene; Genetics","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":[0.0002478867,0.0001419451,0.0001881876,0.0006458779,0.0001173826,0.0004270349,0.0001928329,0.0001983844,0.001672597],"category_scores_gemma":[0.001994074,0.0002729355,0.000123775,0.0004397132,0.0004605392,0.0002467108,0.0003531025,0.0004640834,0.0002504044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116091,"about_ca_system_score_gemma":0.0001163539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002718828,"about_ca_topic_score_gemma":0.0006768552,"domain_scores_codex":[0.9998166,0.00005312943,0.0000200677,0.00004215568,0.0000441333,0.00002406531],"domain_scores_gemma":[0.9976101,0.001074467,0.000855663,0.0001757248,0.0001144868,0.0001695157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007674157,0.00004545567,0.5015886,0.0000481294,0.0001445962,0.0004112172,0.0001911951,0.002352466,0.4672366,0.001469211,0.0001544179,0.02559069],"study_design_scores_gemma":[0.000004377149,0.0000400668,0.990118,0.000002281358,0.00001674849,0.0004634262,0.00006182647,0.001000503,0.007727499,0.0004365171,0.0001204752,0.000008320156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979443,0.0001332053,0.001033691,0.00001678094,0.000001903664,0.000001155265,0.00009534798,0.00000845837,0.0007651128],"genre_scores_gemma":[0.999332,0.00007542777,0.000269185,0.000006560422,0.000002552932,0.000002147965,0.00008159007,0.000007847791,0.0002227331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001672597,"threshold_uncertainty_score":0.005595386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06493033239870279,"score_gpt":0.3131443548067872,"score_spread":0.2482140224080844,"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."}}