{"id":"W2094025678","doi":"10.1140/epje/i2011-11049-0","title":"Nonlinear ionic pulses along microtubules","year":2011,"lang":"en","type":"article","venue":"The European Physical Journal E","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microtubule; Tubulin; Cytoskeleton; Ionic bonding; Biophysics; Nonlinear system; Intracellular; Cell division; Chemistry; Physics; Chemical physics; Cell; Cell biology; Biology; Ion; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004941756,0.0001301715,0.0001166587,0.00004589994,0.0004026664,0.0001297688,0.001000753,0.0000114698,0.00009423443],"category_scores_gemma":[0.0002245708,0.00007559922,0.0001445458,0.0001877627,0.0002884148,0.0001107727,0.0002369443,0.0005913532,0.001443659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001904731,"about_ca_system_score_gemma":0.00003595573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005945322,"about_ca_topic_score_gemma":6.222521e-7,"domain_scores_codex":[0.9979674,0.0008924444,0.0001797065,0.0001966504,0.0003880664,0.0003757606],"domain_scores_gemma":[0.9992331,0.0001683678,0.00007647206,0.0002824028,0.00005042501,0.0001892111],"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":[0.00005319644,0.0002642604,0.00005068699,0.000002909484,0.000008740295,0.000152078,0.001534596,0.00000703155,0.9726242,0.0003046114,0.001021558,0.02397607],"study_design_scores_gemma":[0.0003097022,0.0002125334,0.002625339,0.00001964305,0.00001324545,0.00032282,0.00006763287,0.0002205202,0.9859189,0.004795298,0.005326482,0.0001678628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807471,0.00004300263,0.00003848772,0.0001087209,0.0001927606,0.00008520729,0.000006261814,0.00003089111,0.1187476],"genre_scores_gemma":[0.9974834,0.0001442155,0.0001273962,0.0002400533,0.001563842,0.000001043139,3.339782e-7,0.00003820618,0.0004014763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183461,"threshold_uncertainty_score":0.9993339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970363545451661,"score_gpt":0.3040577389811667,"score_spread":0.2243541035266501,"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."}}