{"id":"W4390830376","doi":"10.1002/jsde.12684","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","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; 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":["insufficient_payload"],"category_scores_codex":[0.00009291995,0.0002209837,0.0003543976,0.000376685,0.00004680458,0.00008922486,0.0001837753,0.0002858163,0.001238113],"category_scores_gemma":[0.00004551742,0.0001704529,0.00009907105,0.0002539681,0.00002703422,0.0004521006,0.00007748434,0.0004830707,0.001139765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006217344,"about_ca_system_score_gemma":0.00004619057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567629,"about_ca_topic_score_gemma":0.000005413333,"domain_scores_codex":[0.998783,0.000007366749,0.0006842925,0.00009251705,0.0002426883,0.0001901675],"domain_scores_gemma":[0.9991863,0.00002050248,0.0003981635,0.0001481367,0.0001823064,0.00006453083],"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":[0.00005886818,0.00004285671,0.0000275061,0.0005535565,0.0006215425,0.00004497508,0.0001844169,0.037452,0.0008488087,0.002490097,0.7574475,0.2002279],"study_design_scores_gemma":[0.0001719301,0.0000890204,0.00006394279,0.0002753177,0.00003874941,0.00005272409,0.00005929837,0.0002435343,0.0004687979,0.0005138778,0.9978407,0.0001820836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2387083,0.05301168,0.02719601,0.002428095,0.1415116,0.000529857,0.0008742723,0.0005580927,0.5351821],"genre_scores_gemma":[0.7418965,0.04812102,0.006894032,0.0006549212,0.002236758,0.00001328326,0.0002098413,0.0002133897,0.1997602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5031883,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00924072058001075,"score_gpt":0.2447276529829537,"score_spread":0.235486932402943,"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."}}