{"id":"W4399452037","doi":"10.2139/ssrn.4855546","title":"The Molecular Basis of Differentiation Wave Activity in Embryogenesis","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Embryogenesis; Basis (linear algebra); Biology; Cell biology; Evolutionary biology; Embryo; Mathematics","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":[0.0001738262,0.0002087899,0.0003402546,0.0003358074,0.0002711663,0.0006635294,0.0003974284,0.0005482798,0.001191927],"category_scores_gemma":[0.0002967808,0.0002245204,0.0001888365,0.0002072367,0.0004703286,0.0005504458,0.0003566235,0.0006451529,0.0006927945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155168,"about_ca_system_score_gemma":0.0002378483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003328841,"about_ca_topic_score_gemma":0.0002479735,"domain_scores_codex":[0.9999033,0.00001103276,0.000007163073,0.00002844315,0.00002705534,0.00002292627],"domain_scores_gemma":[0.9998177,0.00006064726,0.00003622778,0.00002859637,0.00002415229,0.00003271955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001759192,0.00001391356,0.0007143174,0.00006559223,0.000006797865,0.000219054,0.00005427005,0.0006885918,0.960544,0.02881618,0.0001972243,0.008504139],"study_design_scores_gemma":[0.00007626075,0.0002581027,0.02954873,0.00003476361,0.00003506785,0.001130064,0.0001078735,0.01232383,0.910195,0.03500512,0.01124772,0.00003747328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9262226,0.009967173,0.04575086,0.0009189115,0.0002336821,0.00002554755,0.0004950031,0.0004804161,0.01590594],"genre_scores_gemma":[0.9864689,0.002282353,0.00463563,0.00007976912,0.00005906348,0.00001854899,0.00028575,0.00004532226,0.006124645],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001191927,"threshold_uncertainty_score":0.003987372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201677375201825,"score_gpt":0.2293271809077814,"score_spread":0.2221255035325795,"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."}}