{"id":"W4225315596","doi":"10.1007/s11538-022-00997-6","title":"Biophysical Models of PAR Cluster Transport by Cortical Flow in C. elegans Early Embryogenesis","year":2022,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Division of Mathematical Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Biological system; Cluster analysis; Caenorhabditis elegans; Scalar (mathematics); Polarity (international relations); Flow (mathematics); Cluster (spacecraft); Computer science; Statistical physics; Physics; Biology; Mathematics; Artificial intelligence; Mechanics","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":[0.0003748858,0.0005477588,0.0006393858,0.0008687455,0.0005921713,0.001086685,0.001101715,0.001108271,0.001626693],"category_scores_gemma":[0.0011193,0.0004295972,0.0006625396,0.0004004662,0.001193016,0.001209639,0.0006584062,0.0006430442,0.0003474152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224193,"about_ca_system_score_gemma":0.001233343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008829769,"about_ca_topic_score_gemma":0.003751389,"domain_scores_codex":[0.9998828,0.00003261532,0.000005727527,0.00002023631,0.00003176634,0.00002676824],"domain_scores_gemma":[0.9997101,0.0001201669,0.00005054739,0.00001892226,0.00005178519,0.0000484159],"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":[0.00005988522,0.00003358347,0.0005457401,0.00006805171,0.00002187799,0.0001794307,0.00008527461,0.6615202,0.01993419,0.3138731,0.001248703,0.002429912],"study_design_scores_gemma":[0.00001767877,0.00001353822,0.0005832977,0.00000824288,0.000006637384,0.00003967759,0.00002054694,0.9701347,0.000663162,0.02798212,0.0005100039,0.0000204785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4897831,0.003851797,0.4572396,0.004909826,0.0003109329,0.00008417633,0.0004977934,0.0005137373,0.04280908],"genre_scores_gemma":[0.9780447,0.00176039,0.008554351,0.0001378406,0.00006963767,0.000104898,0.00008741153,0.00008563406,0.01115516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008829769,"threshold_uncertainty_score":0.01755673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008318643160233917,"score_gpt":0.21249788828138,"score_spread":0.2041792451211461,"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."}}