{"id":"W2235998958","doi":"10.5281/zenodo.1070617","title":"Development Of Fen4/C And Fen2/C Catalysts For Hydrodesulfurization And Hydrodearomitization Of Model Compounds Of Heavy Oil","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Hydrodesulfurization; Catalysis; Chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003905641,0.0001169344,0.0002439423,0.0002267916,0.000354068,0.00005727166,0.0001779517,0.00005883605,0.00003137067],"category_scores_gemma":[0.0001504449,0.0001280995,0.00003001373,0.0002934772,0.0001569562,0.0001556208,0.00022442,0.00008223433,0.000005703802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002143666,"about_ca_system_score_gemma":0.000005218389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003754963,"about_ca_topic_score_gemma":0.000003136011,"domain_scores_codex":[0.9989973,0.00002262611,0.0004349976,0.0002012655,0.0002022065,0.0001416037],"domain_scores_gemma":[0.9991266,0.00002498884,0.0001409936,0.0002039622,0.0004402148,0.00006323903],"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":[0.00007724232,0.000135581,0.00003191828,0.001181488,0.0001807442,2.061007e-7,0.006131591,0.0080182,0.9180635,0.004835596,0.003530065,0.05781386],"study_design_scores_gemma":[0.002422581,0.0001668977,0.001902659,0.0001703989,0.0001521233,0.00003055128,0.0005894172,0.3913986,0.523059,0.0005324166,0.07898192,0.0005934064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96112,0.0001585198,0.02904461,0.00005661011,0.00005667527,0.0002629584,0.0002914714,0.0002024377,0.008806688],"genre_scores_gemma":[0.9941015,0.0001603357,0.004551366,0.000003951871,0.00001827154,1.594184e-7,0.0008082904,0.0002921806,0.00006394876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3950045,"threshold_uncertainty_score":0.5223747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475235047253074,"score_gpt":0.2261319070521648,"score_spread":0.2013795565796341,"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."}}