{"id":"W4412458193","doi":"10.1016/j.electacta.2025.146816","title":"Stable planar solid reservoir reference electrode","year":2025,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Alliance for Musical Theatre; Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Polytechnique Montréal","keywords":"Electrode; Materials science; Reference electrode; Planar; Analytical Chemistry (journal); Environmental science; Electrochemistry; Chemical engineering; Mineralogy; Chemistry; Environmental chemistry; Computer science; Engineering; Computer graphics (images); Physical chemistry","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":[0.0006754336,0.0007537751,0.0008890909,0.0005100323,0.0002745227,0.0008477463,0.002534523,0.001806883,0.002998172],"category_scores_gemma":[0.001070349,0.0003819957,0.0003568145,0.0005651442,0.000510734,0.001522771,0.0008830029,0.001033828,0.002612215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113155,"about_ca_system_score_gemma":0.000350384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002144669,"about_ca_topic_score_gemma":0.0004637747,"domain_scores_codex":[0.9981628,0.0002581699,0.0001069199,0.0006577146,0.0007147258,0.00009962739],"domain_scores_gemma":[0.9992112,0.0002152513,0.0001051545,0.0001358379,0.0002878975,0.00004463854],"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":[0.0001591728,0.00002960759,0.0001762708,0.0003163638,0.00002520816,0.0002682779,0.00004095537,0.0004329519,0.9643685,0.001811578,0.001810276,0.03056081],"study_design_scores_gemma":[0.0000344935,0.0004006831,0.0003613238,0.00001907202,0.00005133446,0.001140926,0.00004208434,0.006333311,0.9622388,0.0005915374,0.02873665,0.00004976599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1279109,0.01043258,0.8381272,0.001633945,0.002179251,0.0003640133,0.001911874,0.005106855,0.01233346],"genre_scores_gemma":[0.4675302,0.004200227,0.5063319,0.001135765,0.0004787498,0.0004017659,0.002115187,0.0002776876,0.01752842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002998172,"threshold_uncertainty_score":0.01002991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219811068815583,"score_gpt":0.2563475220160364,"score_spread":0.2441494113278806,"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."}}