{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084565,0.0009219522,0.001107575,0.002288861,0.001822963,0.004198147,0.002483658,0.003287888,0.03406135],"category_scores_gemma":[0.004046432,0.0005350158,0.001486905,0.001428547,0.003902357,0.009127793,0.003097159,0.004382584,0.008633303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334304,"about_ca_system_score_gemma":0.001395557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838923,"about_ca_topic_score_gemma":0.001149622,"domain_scores_codex":[0.9990004,0.0001864009,0.0000478455,0.000214306,0.0003863756,0.0001647299],"domain_scores_gemma":[0.9985989,0.0005248555,0.0001068862,0.0002408502,0.0003696861,0.0001588314],"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":[0.000005353672,0.000005067827,0.00005466519,0.00002905673,0.000004016773,0.00002066421,0.00004559005,0.0005032004,0.00008422104,0.9871797,0.006502824,0.005565566],"study_design_scores_gemma":[0.000008487684,0.000009057144,0.0000656898,0.00003660043,0.000005037301,0.000101688,0.00004472561,0.005411061,0.0001036408,0.9273809,0.06682096,0.00001206948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01043189,0.01807627,0.3131227,0.01506656,0.005717458,0.0001390588,0.001030111,0.0005866155,0.6358293],"genre_scores_gemma":[0.4275688,0.030753,0.1111112,0.01246745,0.01207653,0.0007823671,0.002243112,0.001406235,0.4015913],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03406135,"threshold_uncertainty_score":0.1139466,"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."}}