{"id":"W4415192461","doi":"10.3390/colloids9050068","title":"Adsorption and Dilational Viscoelasticity of Saponin at the β-Pinene/Water and Air/Water Interfaces","year":2025,"lang":"en","type":"article","venue":"Colloids and Interfaces","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada; Government of Canada","keywords":"Viscoelasticity; Adsorption; Saponin; Rheology; Surface tension; Colloid; Drop (telecommunication); Kinetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007259499,0.0001077312,0.0001550801,0.00002853412,0.0001275942,0.00004053402,0.00007672691,0.00005788093,0.0003504277],"category_scores_gemma":[0.00001418465,0.00005536122,0.00002542367,0.00004469573,0.0002256837,0.0000544156,0.0002134956,0.0000848308,0.000003825101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001910798,"about_ca_system_score_gemma":0.000007835929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000273077,"about_ca_topic_score_gemma":0.00004323659,"domain_scores_codex":[0.9993852,0.00001029269,0.0002023135,0.0002099827,0.00007046267,0.0001217369],"domain_scores_gemma":[0.9997106,0.00007624766,0.00003602277,0.0001042937,0.00003839647,0.00003439837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004618232,0.00002196434,0.002419847,0.00005558734,0.00006981352,3.622225e-8,0.0001575319,0.000008851085,0.9958915,0.0002446383,0.0004958643,0.0005881691],"study_design_scores_gemma":[0.0001843293,0.00002562851,0.001068846,0.00004939954,0.00006756166,0.000001957892,0.0001198234,0.0009292581,0.9908018,0.0008953017,0.005781377,0.00007468286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995052,0.001067521,0.0001658042,0.001518996,0.00001087532,0.00004851592,0.00001404838,0.00001108435,0.002111095],"genre_scores_gemma":[0.9919153,0.0002015651,0.00002868698,0.00007753073,0.00002017893,0.00002123063,0.00002506082,0.000004304394,0.007706183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005595087,"threshold_uncertainty_score":0.3836938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004427450926709734,"score_gpt":0.2253815024676485,"score_spread":0.2209540515409387,"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."}}