{"id":"W2315296413","doi":"10.1021/jp5040745","title":"Electrochemical Identification of Molecular Heterogeneity in Binary Redox Self-Assembled Monolayers on Gold","year":2014,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Redox; Monolayer; Intermolecular force; Chemistry; Electrochemistry; Self-assembled monolayer; Ferrocene; Electrode; Chemical physics; Crystallography; Molecule; Physical chemistry; Inorganic chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001541065,0.0001981653,0.0002123839,0.0003572605,0.0001585966,0.0003567364,0.0002851107,0.0003683975,0.0006096317],"category_scores_gemma":[0.0003517777,0.0001993077,0.0000869361,0.0002047785,0.0002794187,0.0002680146,0.0002136538,0.0003574069,0.0001181895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607825,"about_ca_system_score_gemma":0.00009483066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003884701,"about_ca_topic_score_gemma":0.0007437216,"domain_scores_codex":[0.9998062,0.00003263618,0.000009920675,0.00004563471,0.00007059299,0.00003511373],"domain_scores_gemma":[0.9998232,0.00006484564,0.0000306595,0.000016819,0.00003696823,0.00002762589],"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":[0.00001603326,0.000006152679,0.0001907655,0.00001441905,0.000002562525,0.00001442509,0.00001691931,0.00001653402,0.9990621,0.00004831756,0.00000654053,0.0006050559],"study_design_scores_gemma":[0.000005283904,0.00005610444,0.003498648,0.00000243358,0.000008260015,0.00008173228,0.00004000216,0.001427504,0.994598,0.00004273863,0.0002361081,0.000003016365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965821,0.0002969671,0.002542312,0.00003055536,0.000007485942,0.000008903826,0.00003707996,0.00003053692,0.0004640335],"genre_scores_gemma":[0.9969075,0.000156856,0.002337817,0.00002266833,0.000005220791,0.00001025218,0.00005306287,0.000004061899,0.0005025741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006096317,"threshold_uncertainty_score":0.002039433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002937381349108396,"score_gpt":0.2043356454758617,"score_spread":0.2013982641267533,"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."}}