{"id":"W4414072547","doi":"10.1016/j.bbamem.2025.184453","title":"The molecular electrometer at 40","year":2025,"lang":"en","type":"review","venue":"Biochimica et Biophysica Acta (BBA) - Biomembranes","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Electrometer; Lipid bilayer; Phosphocholine; Electrostatics; Molecular dynamics; Phosphatidylcholine; Dipole; Bilayer","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":[0.0005780003,0.001239893,0.0008388346,0.00233975,0.0004219987,0.0009592418,0.001702595,0.002494768,0.02155513],"category_scores_gemma":[0.0005811615,0.0006369672,0.0004991176,0.001791962,0.0009356474,0.001569256,0.00120732,0.002624729,0.02049531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176056,"about_ca_system_score_gemma":0.0006721462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000219691,"about_ca_topic_score_gemma":0.0002566781,"domain_scores_codex":[0.9989529,0.0001041127,0.00006768676,0.0002936788,0.0005096138,0.00007215822],"domain_scores_gemma":[0.9997776,0.00006206835,0.00004081458,0.00003686671,0.00006084214,0.00002195583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001508842,0.00009730804,0.0002397979,0.002445376,0.00005770183,0.0003657788,0.0001721194,0.0002079705,0.2815096,0.06413606,0.05558773,0.5950297],"study_design_scores_gemma":[0.0000282965,0.0001919897,0.000759796,0.0002217658,0.00004457757,0.001502374,0.00003227777,0.0004539087,0.1290323,0.005740364,0.8619588,0.00003349245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02603757,0.1785674,0.3899378,0.01086014,0.007624801,0.0005796088,0.002735941,0.01015358,0.3735031],"genre_scores_gemma":[0.1370982,0.1284865,0.2023444,0.008647694,0.002171051,0.001541775,0.003523034,0.0005176991,0.5156698],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02155513,"threshold_uncertainty_score":0.0721091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221004431573903,"score_gpt":0.2945926826913804,"score_spread":0.2823826383756414,"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."}}