{"id":"W2320124163","doi":"10.1021/la201112j","title":"Deactivation Efficiency of Stabilized Bactericidal Emulsions","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biocide; Emulsion; Chemistry; Dissolution; Chemical engineering; Micelle; Amphiphile; Nuclear chemistry; Polymer chemistry; Copolymer; Chromatography; Organic chemistry; Aqueous solution; Polymer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003732433,0.0006279848,0.0003455743,0.0002940844,0.0001101757,0.0003080445,0.0002328841,0.0003264622,0.0008971919],"category_scores_gemma":[0.0005005739,0.0001641958,0.0001920846,0.0001734151,0.0001386979,0.0001968752,0.0002018075,0.0004173122,0.0002629418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716341,"about_ca_system_score_gemma":0.0002178703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007691925,"about_ca_topic_score_gemma":0.0006188384,"domain_scores_codex":[0.9997181,0.00004065862,0.00002881786,0.00007187622,0.00009778493,0.00004264153],"domain_scores_gemma":[0.9997172,0.00005894203,0.00006837063,0.00001863944,0.0001072304,0.00002953971],"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":[0.00002660004,0.000007439679,0.00003777518,0.00001397539,0.000002418334,0.000009231438,0.000006641556,0.00002898003,0.9991485,0.00001535315,0.00001046545,0.0006927224],"study_design_scores_gemma":[0.000003762211,0.00006955158,0.0002012091,0.000001410789,0.000004879219,0.0000150837,0.000002868036,0.0002483868,0.9992084,0.000003599941,0.000239618,0.000001154617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884737,0.002272349,0.007231348,0.00005367189,0.00004718418,0.00007377881,0.0001607047,0.0001916992,0.00149559],"genre_scores_gemma":[0.9902744,0.001170857,0.005552012,0.00004764538,0.0000115507,0.00004726269,0.0003095928,0.00006295418,0.002523608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008971919,"threshold_uncertainty_score":0.003001451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331168244283912,"score_gpt":0.2249494355232099,"score_spread":0.1918326110948187,"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."}}