{"id":"W2067113380","doi":"10.1371/journal.pone.0018805","title":"Modeling Cell Gradient Sensing and Migration in Competing Chemoattractant Fields","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Axon Guidance and Neuronal Signaling","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Health Research Council","keywords":"Chemotaxis; Receptor; Cell biology; Cell migration; Biology; Cell; Desensitization (medicine); Mechanism (biology); Biophysics; Chemistry; Genetics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001150047,0.00007957875,0.0001145652,0.00005156366,0.00007680072,0.00001733701,0.00005350521,0.00003686217,0.00000980277],"category_scores_gemma":[0.00008958139,0.00008071494,0.00001520671,0.00009187699,0.00001932941,0.0001121988,0.00003237687,0.0001628179,0.000006367625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338529,"about_ca_system_score_gemma":0.000008246306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000136696,"about_ca_topic_score_gemma":0.00007962587,"domain_scores_codex":[0.9992054,0.00004054691,0.0001798287,0.0002380137,0.0001571766,0.0001790567],"domain_scores_gemma":[0.9997485,0.00006939243,0.00004186565,0.00008272527,0.00001494432,0.0000425801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000188458,0.0002048366,0.001271878,0.00003104842,0.00000105268,0.00002352728,0.001520329,0.0001691488,0.9964339,0.00005775479,3.984388e-7,0.0002672975],"study_design_scores_gemma":[0.0001168687,0.00003327079,0.0001621474,0.00009043382,0.00000634677,0.000002781229,0.0000751659,0.2830428,0.7162386,0.0001573455,0.000001054102,0.00007324749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971287,0.00004796588,0.0008241375,0.00009450761,0.00001917381,0.0001034053,4.773847e-7,0.00003222987,0.001749464],"genre_scores_gemma":[0.9979299,0.00009218124,0.001566063,0.0003504571,0.00002920896,0.00000176491,3.502704e-7,0.000009965682,0.00002010321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2828736,"threshold_uncertainty_score":0.329146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518053644411613,"score_gpt":0.2323559791032793,"score_spread":0.08055061466211799,"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."}}