{"id":"W4416050997","doi":"10.48550/arxiv.2508.15422","title":"Reevaluating Anomalous Electric Fields at the Air-Water Interface: A Surface-Specific Spectroscopic Survey","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; Natural Sciences and Engineering Research Council of Canada; Max-Planck-Gesellschaft; European Commission","keywords":"Electric field; Field (mathematics); Redshift; Surface (topology); Chemical species; Spectral line; Local field","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004943127,0.0003316544,0.0002129133,0.001549049,0.0002806109,0.0006098456,0.0004825803,0.000459012,0.001370224],"category_scores_gemma":[0.0009058897,0.0001566283,0.0001691309,0.000831951,0.0008861059,0.002021535,0.0008389893,0.0008658952,0.0002498549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587685,"about_ca_system_score_gemma":0.0001409731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000296144,"about_ca_topic_score_gemma":0.0003438963,"domain_scores_codex":[0.9998405,0.00001342658,0.000005775008,0.00004800595,0.00006687154,0.00002540342],"domain_scores_gemma":[0.9996535,0.0001457874,0.00006959138,0.00003865373,0.00006892889,0.00002358919],"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":[0.0001800648,0.0001020831,0.02222096,0.0009326946,0.00006534215,0.0003770536,0.000562301,0.002513465,0.8934622,0.01373158,0.00128806,0.06456418],"study_design_scores_gemma":[0.00002546614,0.0005501769,0.08359033,0.0002365176,0.0001419866,0.001724569,0.002477621,0.04342562,0.7739853,0.05070813,0.04302645,0.000107819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404914,0.008230063,0.0401708,0.0005512511,0.00006786177,0.00002464893,0.0005483689,0.0003947105,0.009520958],"genre_scores_gemma":[0.9897836,0.003515815,0.005537516,0.0001488571,0.00004520146,0.000009272328,0.0002921287,0.00004276921,0.0006248623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001549049,"threshold_uncertainty_score":0.004583836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720536520763158,"score_gpt":0.3094425439628567,"score_spread":0.2622371787552251,"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."}}