{"id":"W4415944261","doi":"10.1002/jsde.12775","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"Journal of Surfactants and Detergents","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University at Buffalo; National Cheng Kung University; Université de Toulouse; Sasol; Universidad de Granada; Jiangnan University; Università Campus Bio-Medico di Roma; University of Toronto; Lubrizol; Agricultural Research Service; BASF Corporation; Chalmers Tekniska Högskola; University of Akron; University of Waterloo; State University of New York; U.S. Department of Agriculture; Colgate-Palmolive Company; Universitat de Girona; University of Tulsa; Sichuan University; Clorox Company; Zhejiang University; University of Oklahoma; University of Miami","keywords":"Petrochemical; Defoamer; Experimental science; Test (biology)","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":[0.0001743435,0.00014989,0.0002728535,0.0002689536,0.00004075063,0.00007916926,0.00008983498,0.0001732464,0.03798563],"category_scores_gemma":[0.00001730941,0.0001302696,0.00007273772,0.00006532823,0.0000111488,0.0004683439,0.0000149507,0.000254726,0.01167212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007363513,"about_ca_system_score_gemma":0.00004531328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.734664e-7,"about_ca_topic_score_gemma":7.49899e-7,"domain_scores_codex":[0.9990117,0.00002263905,0.00055297,0.00004481669,0.0002572503,0.0001106073],"domain_scores_gemma":[0.9994762,0.00001466431,0.0002066928,0.00007575255,0.0001476337,0.00007908074],"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":[0.00001235716,0.000005616789,0.00003212674,0.0002065856,0.00006958617,8.720198e-7,0.0002317513,0.002034219,0.0002338494,8.406816e-8,0.9765511,0.02062192],"study_design_scores_gemma":[0.0003455102,0.00003895572,0.001999998,0.0002494331,0.00004008859,0.000008501481,0.00005450106,0.001547049,0.0001161192,0.000007558941,0.9954576,0.0001346125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5653917,0.006029483,0.005510597,0.0001644309,0.1195909,0.000515072,0.0003709127,0.00008757488,0.3023393],"genre_scores_gemma":[0.4791422,0.07512944,0.001450974,0.001098518,0.006635647,0.000009159815,0.0003571947,0.0001277788,0.4360491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337097,"threshold_uncertainty_score":0.9890974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135591178541731,"score_gpt":0.2631970288645757,"score_spread":0.2496379110104026,"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."}}