{"id":"W4312186221","doi":"10.3390/mi13122143","title":"Micro-Sized pH Sensors Based on Scanning Electrochemical Probe Microscopy","year":2022,"lang":"en","type":"review","venue":"Micromachines","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scanning electrochemical microscopy; Nanotechnology; Scanning probe microscopy; Materials science; Electrolyte; Nano-; Fabrication; Electrochemistry; Nanoscopic scale; Microscopy; Electrode; Chemistry; Optics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002051964,0.001087152,0.002343474,0.0002473299,0.0004780262,0.0001356532,0.001148849,0.0005058994,0.003010853],"category_scores_gemma":[0.00009965192,0.0009209663,0.001693432,0.0008909801,0.0001187159,0.00003241727,0.0002126015,0.001863323,0.0001894812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916344,"about_ca_system_score_gemma":0.0003684824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002504546,"about_ca_topic_score_gemma":0.00000231123,"domain_scores_codex":[0.9961315,0.0001159615,0.00105554,0.001414369,0.0004178553,0.0008647527],"domain_scores_gemma":[0.9975929,0.0005655651,0.0004659843,0.001121526,0.00004035636,0.0002136879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003140435,0.0004126397,0.000004747908,0.005805154,0.0003095256,0.00001243287,0.00001722508,0.000001391105,0.9282373,0.00001510172,0.002767524,0.06238559],"study_design_scores_gemma":[0.0002456191,0.00002340699,4.767911e-8,0.00151889,0.000945586,0.00004860305,0.000004333946,0.0001000616,0.1649423,0.00003093809,0.8313469,0.0007932759],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001027025,0.9944879,0.00007294997,0.000119193,0.00003777032,0.0004125241,0.0002869208,0.0003300424,0.003225633],"genre_scores_gemma":[0.00007932361,0.9867238,0.002402063,0.0002913821,0.0004881961,0.001043023,0.005854742,0.0002908482,0.002826618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8285794,"threshold_uncertainty_score":0.9993241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732867263537148,"score_gpt":0.3061423041668155,"score_spread":0.288813631531444,"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."}}