{"id":"W1972276667","doi":"10.1002/macp.200900660","title":"Miniemulsions via in situ Surfactant Generation","year":2010,"lang":"en","type":"article","venue":"Macromolecular Chemistry and Physics","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pulmonary surfactant; Stearic acid; In situ; Chemistry; Stearate; Chemical engineering; Dispersity; Emulsion; In situ polymerization; Polymer chemistry; Polymerization; Organic chemistry","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":[0.0002002854,0.0004966796,0.000368564,0.0003020923,0.0001433857,0.0003295609,0.0003906979,0.000409254,0.001458641],"category_scores_gemma":[0.0002584008,0.0003101134,0.0002014627,0.0001421236,0.0002119512,0.0003862145,0.0003634081,0.0006895544,0.0005443043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231116,"about_ca_system_score_gemma":0.0001134714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327717,"about_ca_topic_score_gemma":0.000208408,"domain_scores_codex":[0.999886,0.00001684503,0.00001136013,0.00003206677,0.00003798828,0.00001570645],"domain_scores_gemma":[0.9998475,0.00003380555,0.00004608762,0.00001607747,0.00003668193,0.00001975157],"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":[0.00001217386,0.00000471212,0.000007673308,0.00003140633,0.000001805568,0.00001717773,0.00000836322,0.00002993123,0.9988226,0.00006992556,0.00003306457,0.0009611602],"study_design_scores_gemma":[0.000006071653,0.00003625161,0.00004945806,0.000002243641,0.000003776892,0.00003925599,0.00000208222,0.0003300541,0.9976447,0.00002548086,0.001858047,0.000002428104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876585,0.004237957,0.09961042,0.0004558338,0.0003274461,0.0002843249,0.0004948666,0.001430052,0.005500708],"genre_scores_gemma":[0.9524818,0.002623097,0.03504157,0.0001866826,0.0000685532,0.000173322,0.0004225505,0.0002446316,0.008757802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001458641,"threshold_uncertainty_score":0.004879653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007660541990545065,"score_gpt":0.2134785696410718,"score_spread":0.2058180276505267,"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."}}