{"id":"W2163275617","doi":"10.1111/ijac.12046","title":"Photocatalytic Efficiency of Zeolite‐Based TiO <sub>2</sub> Composites for Reduction of Cu ( <scp>II</scp> ): Kinetic Models","year":2013,"lang":"en","type":"article","venue":"International Journal of Applied Ceramic Technology","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Zeolite; Materials science; Photocatalysis; Metal; Raman spectroscopy; Composite material; Fourier transform infrared spectroscopy; Nanocomposite; Composite number; Reaction rate constant; Nanoparticle; Diffusion; Chemical engineering; Metal ions in aqueous solution; Catalysis; Kinetics; Nanotechnology; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002073943,0.0002528593,0.0005694457,0.001349485,0.00004855833,0.00001628522,0.001034849,0.0002910775,0.00000868635],"category_scores_gemma":[0.0001123566,0.0002468997,0.000238535,0.0004824051,0.0004025468,0.000211591,0.0001370601,0.0003376561,0.00000627993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155383,"about_ca_system_score_gemma":0.0001021295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005482509,"about_ca_topic_score_gemma":0.000004836433,"domain_scores_codex":[0.9976876,0.00001580236,0.001222582,0.0002914368,0.0004958379,0.0002867406],"domain_scores_gemma":[0.9965912,0.0002236761,0.001516561,0.0003762529,0.001234312,0.00005798852],"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":[0.00008938697,0.0003472528,0.00001055269,0.0000346228,0.0001904137,0.000001923632,0.0001266868,0.03680081,0.9090821,0.04409773,0.0001249652,0.00909354],"study_design_scores_gemma":[0.0009562526,0.000294274,0.0000230234,0.00008118879,0.00006510425,0.00007459212,0.0001443783,0.01824093,0.820824,0.1590217,0.0001921301,0.00008244609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036069,0.0001099681,0.09397909,0.0001634577,0.0001938135,0.0006788409,0.00001924148,0.0001134219,0.001135265],"genre_scores_gemma":[0.9819278,0.00004752318,0.01764172,0.00004292382,0.00008046312,0.0001583832,0.00003738697,0.00004523173,0.00001853937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149239,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008686465134634228,"score_gpt":0.2464367324059963,"score_spread":0.2377502672713621,"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."}}