{"id":"W4411657758","doi":"10.51847/cbypxpf","title":"10.51847/CbYpXpF","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrodesulfurization; Adsorption; Catalysis; Ion; Chemistry; Inorganic chemistry; Chemical engineering; Environmental science; Nuclear chemistry; Materials science; Organic chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003581631,0.001545911,0.0007804445,0.003019901,0.001087408,0.002877383,0.001443825,0.002302286,0.9037273],"category_scores_gemma":[0.0005573115,0.0005717722,0.0007016767,0.00229278,0.0008182388,0.001558281,0.001625921,0.001445924,0.8665554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604,"about_ca_system_score_gemma":0.0005663033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00391873,"about_ca_topic_score_gemma":0.003304327,"domain_scores_codex":[0.9997786,0.000006799867,0.00001095297,0.0000652742,0.00008011494,0.00005833458],"domain_scores_gemma":[0.9996761,0.00004302612,0.00001993054,0.00007992824,0.0001054566,0.00007559059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006329711,0.0006449234,0.001463973,0.0006510681,0.00005807308,0.0006961294,0.0001540016,0.0008285675,0.0607399,0.01605549,0.2063273,0.7117476],"study_design_scores_gemma":[0.00009243833,0.00007880299,0.00279595,0.0001822041,0.00001975834,0.0009124702,0.00009355231,0.001911102,0.01685748,0.001910868,0.975118,0.00002726503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009945123,0.001614541,0.01035721,0.001458937,0.001950031,0.0002742406,0.005365042,0.004378258,0.9646567],"genre_scores_gemma":[0.01337785,0.0005176988,0.004044278,0.0002538858,0.0001391831,0.0001177569,0.003277573,0.0005368313,0.9777349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09627271,"threshold_uncertainty_score":0.1373212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004524511285758158,"score_gpt":0.1594855796533836,"score_spread":0.1549610683676254,"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."}}