{"id":"W3173335618","doi":"10.1101/2021.06.28.450200","title":"Biophysical Models of PAR Cluster Transport by Cortical Flow in <i>C. elegans</i> Early Embryogenesis","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Cluster analysis; Biological system; Scalar (mathematics); Caenorhabditis elegans; Polarity (international relations); Cluster (spacecraft); Flow (mathematics); Physics; Computer science; Statistical physics; Biology; Mathematics; Mechanics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002537071,0.000287746,0.000313317,0.0004205351,0.0003493738,0.0005630388,0.0006512291,0.0005953347,0.000727166],"category_scores_gemma":[0.000530463,0.0002435587,0.0004055415,0.0001770366,0.000653667,0.0004382262,0.000303263,0.0003260818,0.0001119721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616997,"about_ca_system_score_gemma":0.0007253567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131309,"about_ca_topic_score_gemma":0.005394846,"domain_scores_codex":[0.9999266,0.00001646867,0.000003534645,0.00002187754,0.00001559779,0.00001588184],"domain_scores_gemma":[0.9997979,0.00006466811,0.00005600927,0.00001241911,0.00002887838,0.0000401948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004989013,0.00004629015,0.001927884,0.00003242402,0.0000185725,0.0001254026,0.00004370246,0.928907,0.04207057,0.02493115,0.0003876108,0.001459522],"study_design_scores_gemma":[0.000005842628,0.00001108112,0.0007900708,0.0000018917,0.000002372952,0.000009448621,0.000007076265,0.996403,0.0009844999,0.001678399,0.0001007425,0.000005573474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8718978,0.0001861021,0.1231118,0.0004974368,0.00002621624,0.00003583899,0.0002197688,0.0001509226,0.003874214],"genre_scores_gemma":[0.9930067,0.0001239393,0.005244893,0.00004051435,0.000005189315,0.00003746708,0.00006162708,0.00002094455,0.001458604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131309,"threshold_uncertainty_score":0.02610892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007483234379532549,"score_gpt":0.193325973640881,"score_spread":0.1858427392613485,"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."}}