{"id":"W4321596276","doi":"10.1242/dev.201647","title":"New wave theory","year":2023,"lang":"en","type":"article","venue":"Development","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Morphogen; Biology; Mathematical and theoretical biology; Mechanism (biology); Turing; Cognitive science; Heterochrony; Computer science; Epistemology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002087316,0.00008502309,0.00007060939,0.00004682611,0.0000565042,0.000009561215,0.00008950938,0.00005773617,0.0001079737],"category_scores_gemma":[0.00001437537,0.00008006872,0.00004655726,0.0001835021,0.00001084485,6.303696e-7,0.0001142533,0.0000247222,0.0003540787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001246121,"about_ca_system_score_gemma":0.0001555792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.704623e-7,"about_ca_topic_score_gemma":0.000009222483,"domain_scores_codex":[0.9993658,0.000025006,0.0001135634,0.0002041967,0.0001038523,0.0001875939],"domain_scores_gemma":[0.9996675,0.000004441296,0.00002430977,0.0002027955,0.00002071672,0.00008026454],"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":[0.00006004513,0.00002951618,0.00574724,0.00001725209,0.0006817103,0.0000313887,0.0006387067,0.0009831055,0.1861494,0.001247751,0.3306632,0.4737507],"study_design_scores_gemma":[0.0002025814,0.00001761293,0.03656382,0.000005044823,0.00001360899,0.000004845462,0.00006820384,0.00004872071,0.2069031,0.000517182,0.7554502,0.0002050057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837674,0.0004325467,0.01135717,0.0001743605,0.0002037523,0.00009399169,8.844062e-7,0.00006477661,0.003905132],"genre_scores_gemma":[0.9370506,0.00007211084,0.008277162,0.0002319084,0.0002729555,0.00001511288,0.0002121042,0.00002452321,0.05384352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4735457,"threshold_uncertainty_score":0.4551084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281224298759028,"score_gpt":0.2238277619370586,"score_spread":0.2110155189494683,"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."}}