{"id":"W3010565220","doi":"10.1002/cjce.23744","title":"Preparation of mesoporous MCM‐41 supported zinc sorbents by microwave in‐situ oxidation for H<sub>2</sub>S removal in coal gas","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Microwave; Adsorption; Mesoporous material; X-ray photoelectron spectroscopy; Materials science; In situ; Chemical engineering; Coal; Chemistry; Organic chemistry; 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":[0.000312765,0.0001472277,0.0003014662,0.0001414228,0.00001522836,0.00002276942,0.0002093318,0.0001597874,0.000006644979],"category_scores_gemma":[0.0004018591,0.0001426798,0.0000808732,0.0002079935,0.000020182,0.0001232232,0.00000755938,0.0004030017,9.294299e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475937,"about_ca_system_score_gemma":0.0002323369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116344,"about_ca_topic_score_gemma":0.0002632752,"domain_scores_codex":[0.9988101,0.00001678678,0.000619637,0.00009535074,0.0001577532,0.0003003936],"domain_scores_gemma":[0.9993294,0.00008725893,0.000116928,0.00008979314,0.00007366873,0.000302883],"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":[0.00006211994,0.00000445833,0.00003449395,0.00003789078,0.00002635302,0.00002263526,0.0003233074,0.06089577,0.9363234,0.00001932447,0.001417522,0.0008327244],"study_design_scores_gemma":[0.00116871,0.00003689333,0.00002926991,0.00009049533,0.00002040118,0.00004323692,0.00001475123,0.06666824,0.9312294,0.00003610438,0.0005395685,0.0001229849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956923,0.0002030597,0.002976921,0.0006101933,0.0001792383,0.0002477199,0.00001481224,0.00001569035,0.0000600329],"genre_scores_gemma":[0.9993635,0.000004155407,0.0003376233,0.00004470562,0.0001918665,0.000005432932,0.00001745001,0.0000332348,0.000001976279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005772479,"threshold_uncertainty_score":0.5818315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137543508596933,"score_gpt":0.2108001319431477,"score_spread":0.1994246968571784,"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."}}