{"id":"W4365455872","doi":"10.1016/j.enconman.2023.117029","title":"Electrocatalytic methane conversion to high value chemicals at ambient conditions","year":2023,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Rutile; Catalysis; Nanorod; Chemical engineering; Mesoporous material; Materials science; Methane; Titanium dioxide; Metal; Inorganic chemistry; Oxide; Hydrothermal circulation; Chemistry; Nanotechnology; Organic chemistry; Metallurgy","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":["insufficient_payload"],"category_scores_codex":[0.0004979786,0.0001979694,0.0002317051,0.0002586649,0.0002616714,0.00008407835,0.0004116769,0.00005703602,0.00119992],"category_scores_gemma":[0.0000426036,0.0001881461,0.00004295418,0.0006159699,0.0001561344,0.0001825226,0.00124524,0.000036373,0.002219848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038992,"about_ca_system_score_gemma":0.00002318239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443702,"about_ca_topic_score_gemma":0.000005296897,"domain_scores_codex":[0.9980476,0.00004179977,0.0002596331,0.0006678125,0.0004900133,0.0004931098],"domain_scores_gemma":[0.9991149,0.00007608081,0.00008800604,0.0004054804,0.00005046785,0.0002650782],"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":[0.00005429127,0.00002754945,0.000007044435,0.0001235668,0.00001272325,0.00003968024,0.00007693606,0.0002316093,0.952098,0.01827621,0.02895483,0.00009755715],"study_design_scores_gemma":[0.000558314,0.00006949001,0.0002555956,0.00004390212,0.00004259309,0.00001013716,0.00012945,0.0006851705,0.9431911,0.0009582469,0.0538085,0.0002475462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933485,0.00003593628,0.00146849,0.00183079,0.001220151,0.0002785301,0.00003134392,0.0003506696,0.001435531],"genre_scores_gemma":[0.9871396,0.0003557315,0.0004023002,0.001999538,0.00004660694,0.00007539417,0.0001300523,0.00001797805,0.009832758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02485366,"threshold_uncertainty_score":0.9997131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008392794354907295,"score_gpt":0.2408582382002739,"score_spread":0.2324654438453665,"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."}}