{"id":"W4387401874","doi":"10.61558/2993-074x.2622","title":"Kinetic Study of Photoelectrochemical Oxidation of Lignin Model Compounds on TiO<sub>2</sub> Nanotubes","year":2012,"lang":"en","type":"article","venue":"Dian hua xue/Dian huaxue","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scanning electron microscope; Electrochemistry; Scanning electrochemical microscopy; Absorbance; Density functional theory; Reactivity (psychology); Aqueous solution; Photoelectrochemistry; Materials science; Chemistry; Photochemistry; Physical chemistry; Electrode; Computational 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002153427,0.0004514857,0.0007428201,0.0002203105,0.0001456226,0.00003960038,0.0005751304,0.0003052817,0.00008341548],"category_scores_gemma":[0.00008395466,0.0004508012,0.0003143717,0.0006991456,0.0001485634,0.0001623708,0.00009538057,0.0004013514,0.00007781712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598744,"about_ca_system_score_gemma":0.0000747844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003592665,"about_ca_topic_score_gemma":0.00006906786,"domain_scores_codex":[0.9970157,0.00004322536,0.0009403622,0.0006210456,0.000638679,0.000740992],"domain_scores_gemma":[0.9978893,0.0001959526,0.0004121707,0.0009299014,0.0002074122,0.0003653119],"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":[0.00005354233,0.002489899,0.00195494,0.0001085778,0.0001743837,9.407612e-7,0.0005829175,0.00006318224,0.9896527,0.001481755,0.002940851,0.0004963269],"study_design_scores_gemma":[0.0008373122,0.0001553783,0.0003855926,0.00007774781,0.0002388756,0.000003857544,0.0001405897,0.002486823,0.9941198,0.0005794583,0.0005381671,0.0004364575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898762,0.0002942416,0.0001171063,0.0001193762,0.00002138107,0.0003138832,0.00006120293,0.00008393073,0.009112707],"genre_scores_gemma":[0.9983487,0.00007336478,0.0002665745,0.00009442742,0.0002405018,0.000199766,0.0003551183,0.00007203603,0.00034953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008763177,"threshold_uncertainty_score":0.9997944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289991777668033,"score_gpt":0.2380149081115991,"score_spread":0.2251149903349187,"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."}}