{"id":"W4244858774","doi":"10.1002/jsde.12431","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cheng Kung University; Universidad de Granada; Sultan Qaboos University; Université de Toulouse; Sasol; BASF Corporation; Chalmers Tekniska Högskola; University of Manchester; University of Toronto; Dow Chemical Company; Jadavpur University; University at Buffalo; University of Oklahoma; Jiangnan University; Shell; University of Waterloo; Lubrizol; State University of New York; Universidade Estadual de Campinas; Sichuan University; Clorox Company; Colgate-Palmolive Company","keywords":"Citation; Information retrieval; World Wide Web; Chemistry; 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":[0.0001402752,0.0001792518,0.000339088,0.00003484802,0.00006840836,0.00006636928,0.0001591693,0.0001565831,0.05534251],"category_scores_gemma":[0.00001701604,0.000145018,0.0001440373,0.00009646863,0.0000605813,0.0005547496,0.0001520659,0.0002567831,0.003020238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009229087,"about_ca_system_score_gemma":0.00001240543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001818978,"about_ca_topic_score_gemma":0.000001897686,"domain_scores_codex":[0.99874,0.00002826892,0.0005306997,0.0001140741,0.0004319813,0.0001550108],"domain_scores_gemma":[0.9991001,0.00001553306,0.0005869924,0.0001233422,0.00001234742,0.0001616166],"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":[0.000103778,0.000239098,0.03376671,0.0002493119,0.0004946121,0.0001161128,0.0005323499,0.001606109,0.03705714,1.946431e-7,0.8843968,0.0414378],"study_design_scores_gemma":[0.0003794472,0.00007204172,0.007267382,0.0001418441,0.0001236693,0.0001054199,0.0001565435,0.00003946973,0.01302786,0.00001031318,0.9783894,0.0002866308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203711,0.001463386,0.0001052062,0.000121417,0.001827144,0.00005877291,0.00009013718,0.00000252527,0.07596035],"genre_scores_gemma":[0.8599151,0.01784138,0.001068199,0.0007385622,0.0004793794,0.000001494574,0.0001413515,0.00003237248,0.1197821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0939926,"threshold_uncertainty_score":0.997756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005714966933333017,"score_gpt":0.2164281559313465,"score_spread":0.2107131889980135,"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."}}