{"id":"W7161835595","doi":"10.82308/35392","title":"Non-oxidative methane activation over molybdenum and tungsten nitrides","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane; Catalysis; Petrochemical; Nitride; Coke; Molybdenum; Hydrodesulfurization; Propane","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008658347,0.0002321799,0.0002933633,0.0002556565,0.00009815912,0.00004199086,0.0001035348,0.0001711222,0.004863485],"category_scores_gemma":[0.00009366072,0.0002312307,0.0001186308,0.0003022837,0.000009521587,0.0002144397,0.00003821556,0.0003909078,0.00002167261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120818,"about_ca_system_score_gemma":0.000042017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006125006,"about_ca_topic_score_gemma":0.0001030984,"domain_scores_codex":[0.9989636,0.0000113122,0.0002753422,0.0003457067,0.0002508244,0.0001531958],"domain_scores_gemma":[0.9993353,0.0001245057,0.0001746994,0.000214727,0.0000760198,0.00007473325],"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":[0.00005870252,0.00005953595,0.0000439161,0.00009767827,0.0002773102,0.000001431213,0.0007422782,0.0001535895,0.9927022,0.001312222,0.001064971,0.0034861],"study_design_scores_gemma":[0.0004730842,0.00002337892,0.003280997,0.0000452054,0.0002201532,0.00000279697,0.003347465,0.002201525,0.9782112,0.0001466566,0.01155355,0.0004939472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974789,0.000108052,0.000651615,0.00006587182,0.0002702655,0.000283243,0.00004936217,0.0001304999,0.02365215],"genre_scores_gemma":[0.8780986,0.000173452,0.0001502674,0.00007784716,0.0001546856,0.00019895,0.009954261,0.00007204918,0.1111199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09669032,"threshold_uncertainty_score":0.9960462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008319547014181996,"score_gpt":0.2648315124288879,"score_spread":0.2565119654147059,"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."}}