{"id":"W4388871477","doi":"10.1093/pnasnexus/pgad347","title":"A semiconducting hybrid of RhO<i>x</i>/GaN@InGaN for simultaneous activation of methane and water toward syngas by photocatalysis","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Guangdong Science and Technology Department; Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Syngas; Methane; Photocatalysis; Chemical engineering; Materials science; Catalysis; Steam reforming; Chemistry; Hydrogen production; 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":[],"consensus_categories":[],"category_scores_codex":[0.001153008,0.000168881,0.0004096471,0.0001302059,0.00006741469,0.00005454367,0.0003669524,0.0000536289,0.00006638902],"category_scores_gemma":[0.001495563,0.0001371639,0.00005521526,0.000303827,0.0002481064,0.0003290949,0.000183898,0.00005090806,0.00002238732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003320293,"about_ca_system_score_gemma":0.0000504355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708905,"about_ca_topic_score_gemma":0.000002154326,"domain_scores_codex":[0.9983003,0.00003999161,0.0004938933,0.0004501258,0.0003292905,0.0003864553],"domain_scores_gemma":[0.9984897,0.0006598177,0.0002746549,0.0003129453,0.0001920202,0.00007084084],"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":[0.00006212138,0.0000315577,0.00000771993,0.0004328205,0.00001129816,0.000002433968,0.001511724,0.000384593,0.9969715,0.00001641091,0.0001103782,0.0004574678],"study_design_scores_gemma":[0.0003055456,0.00008761914,0.000001280565,0.00005983473,0.00004341871,0.00001910429,0.0005799197,0.002443142,0.9944418,0.001658465,0.0002028816,0.0001569754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953388,0.00004614782,0.003431861,0.00013254,0.0002999003,0.0004005481,0.0001859054,0.00009345158,0.00007084647],"genre_scores_gemma":[0.9980769,0.00001185081,0.001486501,0.00003966277,0.00004561499,0.00005543811,0.00008391619,0.00002395157,0.0001761421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002738123,"threshold_uncertainty_score":0.5593381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287948238175804,"score_gpt":0.2751538477893875,"score_spread":0.2522743654076294,"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."}}