{"id":"W4411299683","doi":"10.1021/acsaelm.5c00597","title":"Ultra-High Conductivity of Non-Conjugated Synthetic, Semisynthetic, and Zr(IV)-/ Zn(II)-/ Ni(II)-Coordinated Optoelectronic Polymers for High-Performance Voltammetric/ Impedimetric/ Luminometric Glucose Sensing","year":2025,"lang":"en","type":"article","venue":"ACS Applied Electronic Materials","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"King Saud University; University Grants Commission; Council of Scientific and Industrial Research, India","keywords":"Conjugated system; Conductivity; Materials science; Polymer; Analytical Chemistry (journal); Chemistry; Inorganic chemistry; Physical chemistry; Chromatography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007304779,0.0007871574,0.001418243,0.001190444,0.0004025688,0.00008869635,0.0004125957,0.000541635,0.00008772734],"category_scores_gemma":[0.0002132634,0.0007686201,0.00009996691,0.003225352,0.0002200109,0.0001558799,0.0001357182,0.0004715498,0.00000570157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389356,"about_ca_system_score_gemma":0.0001692534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002914211,"about_ca_topic_score_gemma":0.000009863452,"domain_scores_codex":[0.9957385,0.0000577102,0.001071696,0.0008844701,0.0003282652,0.001919366],"domain_scores_gemma":[0.9982929,0.0004583693,0.000312231,0.0005912143,0.0001804323,0.0001648104],"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":[0.0003610859,0.000111396,0.00001078835,0.0004962441,0.0004108314,9.494644e-7,0.00004376987,0.0001019514,0.9831617,0.001477111,0.0002644638,0.01355972],"study_design_scores_gemma":[0.001912311,0.00062155,0.0001740524,0.0000786386,0.0003168648,0.00001851247,0.00002829374,0.0003698215,0.9949698,0.0004818873,0.0002645022,0.0007637272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947044,0.001976743,0.0006505148,0.0001079462,0.0003321417,0.001428674,0.0001050504,0.000346653,0.0003479004],"genre_scores_gemma":[0.9971149,0.001851948,0.0001975488,0.00007279043,0.0001152896,0.00009916993,0.0001298937,0.0001292421,0.0002892176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279599,"threshold_uncertainty_score":0.9994765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003436168185909201,"score_gpt":0.1934971266574267,"score_spread":0.1900609584715175,"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."}}