{"id":"W2006874219","doi":"10.1016/j.gde.2012.09.001","title":"Phenotypic models of evolution and development: geometry as destiny","year":2012,"lang":"en","type":"article","venue":"Current Opinion in Genetics & Development","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Biology; Phenotype; Hox gene; Somitogenesis; Evolutionary biology; Genetics; Computational biology; Gene; Embryogenesis; Somite; Gene expression","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":[0.0007308832,0.0005775057,0.0006791173,0.0007550016,0.0004969962,0.001976096,0.001205884,0.001275666,0.003886595],"category_scores_gemma":[0.002061729,0.0002054807,0.0004966971,0.0006430642,0.00688664,0.004275668,0.001358767,0.001703803,0.0006093857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113957,"about_ca_system_score_gemma":0.0004061475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072848,"about_ca_topic_score_gemma":0.0007093056,"domain_scores_codex":[0.9996874,0.0001117913,0.00001246337,0.00007048545,0.0000845635,0.00003320127],"domain_scores_gemma":[0.9992229,0.0003289136,0.0001025306,0.0001209981,0.0001110296,0.0001136773],"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":[0.000007130184,0.000003597224,0.0002207337,0.00002846788,0.000005005571,0.00004337585,0.0000861835,0.003090243,0.001211396,0.9874809,0.0006997504,0.007123263],"study_design_scores_gemma":[0.000006426686,0.00001187719,0.0005104052,0.000010087,0.000004488947,0.00009751176,0.00006008356,0.009540205,0.0002778829,0.9821408,0.007330353,0.000009913698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1431216,0.02122485,0.6173468,0.04374959,0.001680798,0.00004290446,0.0003359842,0.0006589792,0.1718386],"genre_scores_gemma":[0.9510393,0.006705444,0.02929009,0.001043379,0.0007023225,0.00007110561,0.0001079218,0.0001474589,0.01089294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003886595,"threshold_uncertainty_score":0.01300192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355924037620037,"score_gpt":0.2976285213308271,"score_spread":0.2620361175688234,"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."}}