{"id":"W4405008010","doi":"10.1016/j.tgchem.2024.100059","title":"Comparing the photocatalytic activity of suspended and floating Ag-decorated TiO2 for dye removal","year":2024,"lang":"en","type":"article","venue":"Tetrahedron Green Chem","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"Velux Stiftung","keywords":"Photocatalysis; Chemical engineering; Chemistry; Environmental science; Materials science; Engineering; Organic chemistry; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0005011177,0.0002095537,0.0003622573,0.00008333667,0.0001390017,0.00009405619,0.000230322,0.0001012901,0.0001168011],"category_scores_gemma":[0.0000440718,0.0001592655,0.0001573742,0.0003518393,0.00009236511,0.0001616909,0.00008841464,0.0002190164,0.00002498198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000667071,"about_ca_system_score_gemma":0.0000516637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951612,"about_ca_topic_score_gemma":0.001651693,"domain_scores_codex":[0.9987502,0.00004333213,0.0003237528,0.0003811482,0.0002093837,0.0002921724],"domain_scores_gemma":[0.9990456,0.0003338883,0.0001062685,0.0003876293,0.00005681757,0.00006978853],"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":[0.0002051698,0.0001307238,0.0012153,0.0009851505,0.0005062009,0.00003284686,0.002082244,0.000307635,0.9397858,0.005781421,0.0009686648,0.04799888],"study_design_scores_gemma":[0.0007205592,0.00008851266,0.001467778,0.0001421863,0.0002000962,0.00003907202,0.0002814827,0.1652221,0.8157838,0.001672073,0.0140568,0.0003255702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855245,0.0005804138,0.0004340453,0.0001120599,0.0001493407,0.000511376,0.00001678019,0.000139547,0.01253196],"genre_scores_gemma":[0.9972142,0.0000162616,0.0003279607,0.00002050233,0.0001240563,0.00002931398,0.00003877547,0.00004408873,0.002184824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649144,"threshold_uncertainty_score":0.649466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771709181379478,"score_gpt":0.2717002608089669,"score_spread":0.2339831689951721,"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."}}