{"id":"W1651695586","doi":"10.1002/jez.b.22463","title":"Next Gen Devo‐Evo","year":2012,"lang":"en","type":"article","venue":"Journal of Experimental Zoology Part B Molecular and Developmental Evolution","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evolutionary developmental biology; Biology; Comparative biology; Evolutionary biology; Body plan; Cognitive science; Data science; Genetics; Computer science; Gene; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004312618,0.0001724378,0.0002016241,0.0001113534,0.0001099978,0.00002540274,0.0001592029,0.000198183,0.00006484407],"category_scores_gemma":[0.00009616436,0.0001489926,0.0001040014,0.00006587175,0.000254027,0.00003272051,0.0002078333,0.0001458027,0.00003159147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009257386,"about_ca_system_score_gemma":0.0001544319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006001424,"about_ca_topic_score_gemma":0.000001855066,"domain_scores_codex":[0.9985666,0.0000825938,0.0004732272,0.0001437712,0.0003144256,0.000419435],"domain_scores_gemma":[0.9992909,0.00001161029,0.0001659083,0.0001010489,0.00008640797,0.0003441114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001760635,0.0002266939,0.01143995,0.00001246532,0.0001199858,0.00001058351,0.0002415494,0.000001642209,0.9822395,0.000205337,0.003021504,0.002304755],"study_design_scores_gemma":[0.001241029,0.0008800192,0.01240652,0.00002276159,0.00002557312,0.001119916,0.002120453,0.0000216251,0.9495083,0.0000821335,0.03229196,0.0002796852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834696,0.01018639,0.003908719,0.00008864114,0.000533498,0.0001221208,0.000003741956,0.000004292731,0.001682993],"genre_scores_gemma":[0.9928868,0.0003423673,0.005928359,0.000341632,0.0002887695,0.000006856842,0.00003429084,0.00001414751,0.0001567244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03273115,"threshold_uncertainty_score":0.6075742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814753547167667,"score_gpt":0.2833878335669825,"score_spread":0.2652402980953059,"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."}}