{"id":"W4388415349","doi":"10.1002/jsde.12604","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cheng Kung University; Université de Toulouse; Sasol; Jiangnan University; University of Toronto; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; Jadavpur University; University of Waterloo; Lubrizol; State University of New York; University of Tulsa; Sichuan University; Clorox Company; Colgate-Palmolive Company; University at Buffalo; University of Oklahoma; North Carolina State University; University of Miami; Universidad de Granada; U.S. Department of Agriculture","keywords":"Citation; Information retrieval; Chemistry; World Wide Web; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001266179,0.000149056,0.0003291229,0.0001851279,0.00002598309,0.00006094373,0.0000838022,0.000166029,0.0005120586],"category_scores_gemma":[0.000009814427,0.0001217952,0.00007025179,0.0000890883,0.00001024918,0.0002855025,0.000005560246,0.000217225,0.002005368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378121,"about_ca_system_score_gemma":0.0000244704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000962551,"about_ca_topic_score_gemma":0.000004515894,"domain_scores_codex":[0.9988796,0.000008989914,0.0006996593,0.00004095366,0.0002432741,0.0001276008],"domain_scores_gemma":[0.9994258,0.00002332207,0.0002652899,0.00006708327,0.0001204019,0.00009805431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000211235,0.000007593424,0.0004173215,0.0007922307,0.0002539282,0.00002561083,0.0005932236,0.01163738,0.0001338336,0.000002942572,0.9758307,0.01028406],"study_design_scores_gemma":[0.000344822,0.00005064612,0.006565044,0.0002879353,0.00004061078,0.00002264276,0.0001098868,0.0005553095,0.00008772195,0.000009555778,0.991738,0.0001877986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6909151,0.01392763,0.02073202,0.0001256143,0.1817501,0.0007874955,0.00324107,0.0002753448,0.08824559],"genre_scores_gemma":[0.9538788,0.02176708,0.0004565354,0.000067829,0.001110777,0.000002414738,0.0001329529,0.00009220484,0.02249138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629637,"threshold_uncertainty_score":0.9987717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161573025723485,"score_gpt":0.2374335355050115,"score_spread":0.221276232932663,"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."}}