{"id":"W4410378925","doi":"10.1016/j.biosystems.2025.105483","title":"Is there a relationship between embryonic bioelectric currents and differentiation waves?","year":2025,"lang":"en","type":"article","venue":"Biosystems","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Embryonic stem cell; Biology; Traveling wave; Neuroscience; Biological system; Mathematics; Mathematical analysis; Genetics","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":[0.0001181245,0.0001064345,0.000110801,0.00008497186,0.0001296614,0.00002283944,0.00007435796,0.0002362988,0.000003376328],"category_scores_gemma":[0.00006855321,0.00009596295,0.00003666804,0.0001576936,0.00002370484,0.000003961717,0.0000294611,0.00007730663,0.00001067704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001577508,"about_ca_system_score_gemma":0.00003806725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000100459,"about_ca_topic_score_gemma":0.00001187806,"domain_scores_codex":[0.9993141,0.00008217433,0.0001480877,0.0002511073,0.00004763537,0.0001569499],"domain_scores_gemma":[0.9996767,0.00003314776,0.00006801486,0.0001597771,0.00003041969,0.00003190898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002360803,0.00001191168,0.9661509,0.00004156643,0.00005699386,1.552361e-7,0.00001327285,6.88439e-7,0.02806346,0.000483206,0.004333208,0.0008209855],"study_design_scores_gemma":[0.0004524467,0.000133337,0.9704174,0.00003893922,0.00004205288,0.000002720536,0.000006833889,0.0002264725,0.01798261,0.0004026323,0.01016617,0.0001283272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946085,0.002376876,0.00139604,0.0008448054,0.0001587817,0.0001860567,0.00003246901,0.00001678539,0.000379683],"genre_scores_gemma":[0.9979954,0.00006586742,0.000009665248,0.0001444757,0.0001220255,0.00001001717,0.0004585737,0.000006072425,0.001187923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008084,"threshold_uncertainty_score":0.3913256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946973569776184,"score_gpt":0.275383397002743,"score_spread":0.2559136613049812,"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."}}