{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466612,0.0007875917,0.0007029829,0.0004845102,0.0004485007,0.0008183499,0.00108313,0.002149076,0.001423644],"category_scores_gemma":[0.0007492461,0.0004659071,0.0009210641,0.0004094277,0.0008068091,0.0006886629,0.0008183413,0.0006718856,0.0002302056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294091,"about_ca_system_score_gemma":0.0008202704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794651,"about_ca_topic_score_gemma":0.006941237,"domain_scores_codex":[0.9998666,0.00002810766,0.000007524615,0.00003419582,0.00002527967,0.00003833265],"domain_scores_gemma":[0.9997141,0.0001402989,0.00005649789,0.00001722944,0.00003471847,0.00003717051],"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":[0.00003553123,0.00002208645,0.000530607,0.00003314931,0.00001020716,0.00009356637,0.00002688146,0.9855248,0.0058083,0.007038658,0.0001321101,0.0007441752],"study_design_scores_gemma":[0.000007509,0.000007967458,0.0001105985,0.00000148152,0.00000314748,0.00001086072,0.000006121372,0.9986551,0.0002528796,0.0008279108,0.0001124134,0.000003941869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.720188,0.00145566,0.2529219,0.001481181,0.0001284084,0.0001273104,0.0006772098,0.000371889,0.02264839],"genre_scores_gemma":[0.9667359,0.0007868089,0.02354993,0.0001717186,0.00002512054,0.0002023886,0.0002385867,0.00005628045,0.008233286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01794651,"threshold_uncertainty_score":0.03568411,"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."}}