{"id":"W4285176416","doi":"10.1039/d2gc00082b","title":"Rapid synthesis of zeolites through g-C<sub>3</sub>N<sub>4</sub>-based photocatalysis","year":2022,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Research Grants Council, University Grants Committee; National Natural Science Foundation of China","keywords":"Photocatalysis; Catalysis; Chemical engineering; Materials science; Chemistry; Nanotechnology; Organic chemistry; Engineering","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":[0.0004100534,0.0006498879,0.0009844636,0.0001451824,0.0003558346,0.00003012003,0.001183828,0.0002752351,0.0008097038],"category_scores_gemma":[0.0002423401,0.0007501999,0.0007173163,0.001261251,0.0003687218,0.0002362706,0.0005531384,0.0006298403,0.00005602438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004379498,"about_ca_system_score_gemma":0.0001870013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005331254,"about_ca_topic_score_gemma":0.00005011236,"domain_scores_codex":[0.9960529,0.0001467138,0.000986594,0.001092068,0.0009750689,0.0007466156],"domain_scores_gemma":[0.9963462,0.0005516358,0.0007133412,0.002020517,0.0001801199,0.000188148],"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":[0.0001696427,0.000324981,0.0001701848,0.000348946,0.0002973744,0.00004463026,0.0001435605,0.001087647,0.9745256,0.00003102631,0.0009237339,0.02193272],"study_design_scores_gemma":[0.0004666749,0.00004778922,0.00003944244,0.00006953472,0.0003226686,0.00002476027,0.0002459128,0.0005222661,0.9901255,0.001429018,0.005959664,0.0007467186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880161,0.0005195842,0.0007267383,0.0001387947,0.00005670893,0.0004979055,0.000467195,0.0007209264,0.008856039],"genre_scores_gemma":[0.9951645,0.0001166557,0.001646266,0.0002831927,0.0001414701,0.001689069,0.0006988849,0.000172916,0.00008707818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.021186,"threshold_uncertainty_score":0.9994949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191735883761031,"score_gpt":0.229244315710146,"score_spread":0.2173269568725357,"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."}}