{"id":"W4414213446","doi":"10.3390/liquids5030023","title":"Bifunctional HLD–NAC for Clove Oil Microemulsions","year":2025,"lang":"en","type":"article","venue":"Liquids","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mitacs","keywords":"Microemulsion; Bifunctional; Heptane; Pulmonary surfactant; Phase (matter); Eugenol; Lecithin; Distillation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000293445,0.0004650113,0.0002508042,0.0002999099,0.000159286,0.0002644808,0.0004286281,0.0003565137,0.000807112],"category_scores_gemma":[0.0006844322,0.0001606423,0.0002509307,0.0002165734,0.0001641316,0.0005203258,0.0002621081,0.0004250959,0.0003119269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832523,"about_ca_system_score_gemma":0.0003673919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003765778,"about_ca_topic_score_gemma":0.003976014,"domain_scores_codex":[0.9998672,0.0000194676,0.00001252787,0.00003240757,0.00005499581,0.0000134363],"domain_scores_gemma":[0.999842,0.00005334982,0.00003136325,0.00001778159,0.00004405612,0.00001136555],"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":[0.0002070734,0.0001647159,0.004321361,0.0004402235,0.00003405578,0.0002367624,0.00009158871,0.3194734,0.6429953,0.003840668,0.0003821359,0.02781275],"study_design_scores_gemma":[0.0000103332,0.0001222579,0.0004854494,0.000008322903,0.000009167836,0.00004758554,0.00001929218,0.7996159,0.1973833,0.0003625066,0.001918484,0.00001739199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762895,0.001181754,0.2169842,0.0001191105,0.00005147702,0.0001758902,0.0008843013,0.0009225275,0.003391207],"genre_scores_gemma":[0.9285751,0.0004862717,0.06923392,0.00003866305,0.000004372701,0.00009222295,0.0005539119,0.00008170867,0.0009337785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003765778,"threshold_uncertainty_score":0.007487774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008167596836576198,"score_gpt":0.2546093691381032,"score_spread":0.246441772301527,"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."}}