{"id":"W4386252835","doi":"10.1002/dro2.82","title":"Hydrophilic solvent recovery from switched‐on microdroplet dissolution","year":2023,"lang":"en","type":"article","venue":"Droplet","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada); University of Alberta","funders":"Institute for Oil Sands Innovation, University of Alberta; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs; University of Alberta","keywords":"Dissolution; Solvent; Emulsion; Polymer; Residue (chemistry); Chemical engineering; Aqueous solution; Materials science; Solubility; Chemistry; Aqueous two-phase system; Organic chemistry","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":[0.0001772934,0.0003222503,0.0002568604,0.0001986746,0.0001171625,0.0002494653,0.0002551957,0.0002666159,0.0007565183],"category_scores_gemma":[0.0002922832,0.0001322523,0.0002437413,0.0001425339,0.0002387822,0.0003098557,0.0003004788,0.000477067,0.0002027757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863188,"about_ca_system_score_gemma":0.0001853229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006424969,"about_ca_topic_score_gemma":0.000899045,"domain_scores_codex":[0.9997378,0.00002286445,0.00001347737,0.0000521402,0.0001333073,0.00004038604],"domain_scores_gemma":[0.9998493,0.00003951605,0.00004639418,0.00001657922,0.00003580691,0.00001248311],"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":[0.00003383389,0.000008435699,0.0000917969,0.00002458807,0.000003440413,0.00003071449,0.00001454389,0.00003670218,0.998259,0.00002494631,0.00001993428,0.001452159],"study_design_scores_gemma":[0.000001894694,0.00002946957,0.0002840917,0.000001307238,0.000001806992,0.00001275334,0.000004351793,0.0003005412,0.9991722,0.000004999973,0.0001851409,0.000001519636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992134,0.0005712664,0.005905405,0.00003654858,0.00002482211,0.00003818733,0.0001699473,0.0000893725,0.001030376],"genre_scores_gemma":[0.9915226,0.0005368027,0.005766195,0.00004120937,0.000008023059,0.00003581767,0.0002317359,0.00004500621,0.001812655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007565183,"threshold_uncertainty_score":0.002530873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724656143480393,"score_gpt":0.2318583404679674,"score_spread":0.2046117790331635,"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."}}