{"id":"W4412269605","doi":"","title":"Atomically resolved structure of MoS<sub>2</sub>-based hydrodesulfurization catalysts, Challenges in Inorganic andMaterials Chemistry, Toronto (2012)","year":2012,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrodesulfurization; Catalysis; Chemistry; Nanotechnology; Environmental chemistry; Materials science; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009254453,0.0002222513,0.0006013869,0.0001410406,0.0003166177,0.00001234472,0.0007556275,0.0001964485,0.03000489],"category_scores_gemma":[0.00006120536,0.0002497582,0.0001427566,0.0005807379,0.0004223204,0.000623986,0.0004484977,0.0001910969,0.0009183381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004683808,"about_ca_system_score_gemma":0.0001338679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434376,"about_ca_topic_score_gemma":0.004460741,"domain_scores_codex":[0.9979994,0.0002903256,0.000296888,0.0003031053,0.0006233461,0.0004869315],"domain_scores_gemma":[0.9984398,0.0002080642,0.0002050587,0.000624137,0.0003552698,0.000167654],"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":[0.0003479254,0.0001099774,0.00002026637,0.0004767893,0.0002202538,0.00000771155,0.003904669,0.001774846,0.9249964,0.00002955674,0.0670651,0.001046487],"study_design_scores_gemma":[0.001689362,0.00006477926,0.01073526,0.000136011,0.0001402465,0.000002769598,0.005977381,0.001176381,0.9379027,0.000004557108,0.04183614,0.0003344219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742774,0.01482296,0.0005116765,0.0001163303,0.00004684166,0.0004494667,0.00019638,0.0000439378,0.009535009],"genre_scores_gemma":[0.9931295,0.002956976,0.0001141348,0.000002499648,0.00002513616,1.762857e-7,0.0001476812,0.00002717103,0.003596737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02908655,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655500359279966,"score_gpt":0.2244470627830606,"score_spread":0.1978920591902609,"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."}}