{"id":"W2991019474","doi":"10.1016/j.jcis.2019.11.090","title":"Gelation on demand using switchable double emulsions: A potential strategy for the in situ immobilization of organic contaminants","year":2019,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulsion; Chemistry; Optical microscope; Aqueous solution; Stearate; Chemical engineering; Calcium alginate; Calcium stearate; Materials science; Chromatography; Scanning electron microscope; Calcium; Composite material; Organic chemistry; Raw material","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":[0.0002191165,0.0005418254,0.0003089566,0.0002368305,0.0001295424,0.0004193218,0.0004366667,0.0005107148,0.0009754582],"category_scores_gemma":[0.0002282325,0.0002686339,0.0002735897,0.0001637358,0.0002319658,0.000489891,0.0004146789,0.0007263595,0.0004874948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002848244,"about_ca_system_score_gemma":0.0002428165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004061452,"about_ca_topic_score_gemma":0.0009702764,"domain_scores_codex":[0.9998287,0.00002221488,0.000010919,0.00005279349,0.00005100764,0.00003433556],"domain_scores_gemma":[0.9998807,0.00003039081,0.00003709545,0.00001336368,0.00001852264,0.00002005852],"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":[0.00001794412,0.000009633437,0.0000168084,0.00002358052,0.000002864479,0.0000215966,0.0000117081,0.00003216289,0.997941,0.0001043169,0.00004665235,0.00177179],"study_design_scores_gemma":[0.000003958082,0.00003978114,0.00007080638,0.000001790938,0.000004655912,0.00002802112,0.000004963401,0.0006171677,0.9980637,0.0000309321,0.001130536,0.000003673353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993048,0.004207314,0.0891837,0.000604457,0.0002412457,0.000121208,0.0004062566,0.0007501116,0.005180995],"genre_scores_gemma":[0.9487531,0.002753455,0.03819811,0.000369793,0.00004763174,0.0000729759,0.0003221955,0.0001574802,0.00932521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009754582,"threshold_uncertainty_score":0.003263235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526543064293063,"score_gpt":0.3043737254384618,"score_spread":0.2791082947955311,"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."}}