{"id":"W7024935763","doi":"","title":"Synthesis and evaluation of nanostructured NiMoS 2/SiO 2 microspheres as hydrodesulfurization catalysts","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrodesulfurization; Catalysis; Scanning electron microscope; Refining (metallurgy); Precipitation; Transmission electron microscopy","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":[0.000225418,0.0001258619,0.0002045247,0.00007444918,0.00005841488,0.00001352231,0.00007279835,0.00006227888,0.0004113944],"category_scores_gemma":[0.0001151465,0.0001203691,0.00004080967,0.0001963893,0.00005911131,0.0001144717,0.00003034439,0.00003960291,0.0000158358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750768,"about_ca_system_score_gemma":0.00001726793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002473279,"about_ca_topic_score_gemma":0.00003927709,"domain_scores_codex":[0.9991661,0.0000306137,0.0002512891,0.0001632776,0.000270323,0.0001183762],"domain_scores_gemma":[0.9995173,0.00002794112,0.00006386066,0.0001986909,0.0001532836,0.00003890159],"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":[0.00002377776,0.00003516158,0.001915997,0.0001138117,0.0002684647,9.969359e-7,0.004784444,0.001189604,0.9611191,0.0006370886,0.001557883,0.02835371],"study_design_scores_gemma":[0.0002982938,0.00001455958,0.01476665,0.00003384232,0.0002853661,0.000005069009,0.0002151131,0.0121077,0.9685568,0.003362705,0.0001701194,0.0001838236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715702,0.0004812581,0.0001901813,0.00001230595,0.0001176432,0.0001652046,0.00001986186,0.00008146081,0.02736188],"genre_scores_gemma":[0.9989457,0.0001408662,0.0007547762,0.000007175906,0.00002398684,0.00003266562,0.00002000436,0.00002235642,0.00005244819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816989,"threshold_uncertainty_score":0.4908511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055546197375295,"score_gpt":0.2255101896822092,"score_spread":0.2049547277084562,"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."}}