{"id":"W4407315041","doi":"10.1139/cjc-2024-0078","title":"Solar-induced photocatalytic degradation of textile dyes using composite of indium oxide and silver vanadate","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Vanadate; Degradation (telecommunications); Indium; Photocatalysis; Composite number; Oxide; Textile; Inorganic chemistry; Silver oxide; Photochemistry; Chemical engineering; Organic chemistry; Composite material; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001791091,0.0001198511,0.0003396385,0.0001523033,0.0000637833,0.00002677171,0.0001980484,0.0001084854,0.0001013991],"category_scores_gemma":[0.00005372192,0.0001216539,0.0001041815,0.0002185549,0.00007552742,0.0001156534,0.00001692806,0.0001770643,4.563482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214313,"about_ca_system_score_gemma":0.0009497877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02012114,"about_ca_topic_score_gemma":0.008497859,"domain_scores_codex":[0.9990362,0.00001988541,0.0005187008,0.0001115996,0.0001378935,0.0001757207],"domain_scores_gemma":[0.9989268,0.00004114348,0.0004113797,0.0001967264,0.0001902247,0.0002336847],"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":[0.00001665833,0.00001331515,0.002977076,0.000151106,0.0001337274,0.00002010757,0.0001228993,0.0003469383,0.9954617,0.00001875585,0.0001106884,0.0006270178],"study_design_scores_gemma":[0.0003805479,0.0000112906,0.001617436,0.000204428,0.0001149804,0.00003807797,0.0002483632,0.0004562903,0.9958711,0.0001084627,0.0008516126,0.00009736078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965955,0.0003782901,0.00006185411,0.00002994124,0.00006147219,0.00005156029,0.00002131921,0.000001752693,0.002798312],"genre_scores_gemma":[0.9992626,0.000009914818,0.0002257178,0.00003438737,0.00002251249,5.552598e-7,0.00001355357,0.00001084253,0.0004198851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162328,"threshold_uncertainty_score":0.9864039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115678060786989,"score_gpt":0.2213528923401385,"score_spread":0.2097850862614396,"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."}}