{"id":"W4385620278","doi":"10.1111/ede.12454","title":"Speciation and development","year":2023,"lang":"en","type":"review","venue":"Evolution & Development","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Genetic algorithm; Evolutionary biology; Reproductive isolation; Evolutionary developmental biology; Population; Spawn (biology); Ecology","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":[0.0003689539,0.0007340673,0.0009411766,0.001353888,0.0005423542,0.001693262,0.0008053155,0.001420183,0.005689812],"category_scores_gemma":[0.0003805488,0.0001995978,0.0003841547,0.001123421,0.001471344,0.001512632,0.001258456,0.001384851,0.002521269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232898,"about_ca_system_score_gemma":0.001465701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175664,"about_ca_topic_score_gemma":0.001179942,"domain_scores_codex":[0.9998053,0.00003821452,0.00001441829,0.00005206477,0.00006079666,0.00002926627],"domain_scores_gemma":[0.9999123,0.00003348663,0.00001093344,0.000006425007,0.00002108204,0.0000157918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005776261,0.00002416807,0.0003396785,0.009347745,0.00008273323,0.0004310626,0.0003179884,0.0006285944,0.005618155,0.1119857,0.03772026,0.8334461],"study_design_scores_gemma":[0.000003329644,0.00001586426,0.0005417393,0.000649566,0.00001498973,0.0006158771,0.00006692574,0.00004008449,0.0004113719,0.009593588,0.9880398,0.000006919603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004226457,0.9841192,0.0007873815,0.001044794,0.0006318157,0.000009659429,0.000043574,0.00002998975,0.01291114],"genre_scores_gemma":[0.007088104,0.9858049,0.0005210824,0.0008221681,0.0003958316,0.00001858678,0.00009030272,0.000008047649,0.005250975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005689812,"threshold_uncertainty_score":0.01903427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850138874996193,"score_gpt":0.3078027919111105,"score_spread":0.2693014031611485,"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."}}