{"id":"W3164980488","doi":"10.1016/j.envres.2021.111258","title":"Evaluation of the photocatalytic performance of molecularly imprinted S–TiO2 by paper microzones","year":2021,"lang":"en","type":"article","venue":"Environmental Research","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Photocatalysis; Anatase; Materials science; Selectivity; Catalysis; Paraben; Chemical engineering; Chemistry; Nuclear chemistry; Chromatography; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001440463,0.000109384,0.0001588111,0.00006205337,0.00008848575,0.000008496362,0.0003742786,0.0000734593,0.001164668],"category_scores_gemma":[0.0001915277,0.00009013217,0.00009832765,0.0003514448,0.0004274333,0.0001386181,0.0003855346,0.0002650004,0.00004191081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989562,"about_ca_system_score_gemma":0.00008974069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117848,"about_ca_topic_score_gemma":0.00004265447,"domain_scores_codex":[0.9968843,0.0004749609,0.0002987273,0.0002856224,0.001805188,0.0002512112],"domain_scores_gemma":[0.9988527,0.00009308774,0.00009480159,0.0007986687,0.0001186553,0.00004209528],"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":[0.0000239313,0.0001977886,0.001417613,0.00002011609,0.00004431696,6.762662e-7,0.00011352,0.0001343827,0.9838651,0.00003883157,0.00004733464,0.0140964],"study_design_scores_gemma":[0.0003027179,0.00006715544,0.006750587,0.00003437439,0.00003662888,0.000004100084,0.0001843767,0.00140387,0.9888354,0.0008116178,0.00148859,0.0000806032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948321,0.0007166486,0.00008906701,0.00004030876,0.00001737188,0.0004783484,0.0000225617,0.00001032778,0.003793269],"genre_scores_gemma":[0.9980986,0.0002085113,0.0003206953,0.00001920641,0.000007647641,0.000151362,0.00006262787,0.00002491496,0.001106487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401579,"threshold_uncertainty_score":0.9997484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092443841878974,"score_gpt":0.331775474421677,"score_spread":0.3008510360028873,"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."}}