{"id":"W2005652267","doi":"10.1103/physreve.73.046126","title":"Equivalence of<i>trans</i>paths in ion channels","year":2006,"lang":"en","type":"article","venue":"Physical Review E","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Science Foundation","keywords":"Ion; Equivalence (formal languages); Physics; Statistical physics; Path (computing); Mathematics; Computer science; Quantum mechanics; Discrete mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008725149,0.00008474028,0.0002273057,0.00001851024,0.00001268192,0.000005224194,0.00009303403,0.000007556213,0.00002985333],"category_scores_gemma":[0.000004375257,0.00007121194,0.0001013697,0.000191584,0.00002323028,0.00005074392,0.00001590329,0.00006419476,0.00001611653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008360988,"about_ca_system_score_gemma":0.0000150727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001793934,"about_ca_topic_score_gemma":0.000001393369,"domain_scores_codex":[0.9994017,0.0000193346,0.0001979924,0.0001352228,0.0001177364,0.0001280334],"domain_scores_gemma":[0.9996976,0.00004238796,0.00007811958,0.0001290464,0.00003179797,0.00002108578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001085154,0.001410551,0.005677962,0.001447235,0.00002162642,0.000001015602,0.0001302499,0.0006780728,0.03988204,0.8308625,0.0007671429,0.1191108],"study_design_scores_gemma":[0.001736129,0.0002994045,0.03003703,0.01175934,0.0002605081,0.000001313657,0.00004215575,0.04872927,0.01299839,0.87736,0.01557291,0.001203565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8391889,0.008397286,0.105758,0.0009423537,0.0005123672,0.001372529,0.00008470886,0.0000404907,0.04370335],"genre_scores_gemma":[0.9992605,0.0001204973,0.000063634,0.00003403898,0.0004150764,0.00003268207,0.00002752929,0.000006259136,0.000039775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600716,"threshold_uncertainty_score":0.2903939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135009294654619,"score_gpt":0.2845004530348859,"score_spread":0.2731503600883397,"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."}}