{"id":"W2335676536","doi":"10.1021/jp3116897","title":"Design of Microdrop Concentrating Processes","year":2013,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Solubility; Aqueous solution; Chemistry; Thermodynamics; Drop (telecommunication); Solubility equilibrium; Thermodynamic equilibrium; Physical chemistry; Computer science; Physics","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":[0.0005402113,0.0006057263,0.0006213306,0.0004219139,0.00046226,0.0009225361,0.001086014,0.0008333804,0.00131052],"category_scores_gemma":[0.0007373165,0.0004404576,0.0003691062,0.0003406776,0.0003282411,0.0007212689,0.0005342474,0.0006330183,0.00072046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005558626,"about_ca_system_score_gemma":0.0005206974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002888638,"about_ca_topic_score_gemma":0.0003959041,"domain_scores_codex":[0.9995803,0.00003906476,0.00002937312,0.0001079185,0.0001718451,0.00007142396],"domain_scores_gemma":[0.9997357,0.00007299128,0.00005628432,0.00002763834,0.00007651156,0.00003088633],"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":[0.0001377205,0.000113802,0.0004991858,0.0003600987,0.00002235463,0.0001795048,0.00008785861,0.02005311,0.9467938,0.007586563,0.0005206496,0.02364542],"study_design_scores_gemma":[0.0000561378,0.0002492914,0.0005372676,0.00001900674,0.00002883928,0.00009384112,0.00002716355,0.09300465,0.8937424,0.001614617,0.01060276,0.00002389488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2733983,0.003225584,0.7093183,0.000435245,0.0002826327,0.001085283,0.0004082919,0.001262137,0.01058412],"genre_scores_gemma":[0.6745799,0.00242128,0.317192,0.0001739961,0.0000679986,0.001244298,0.0003282522,0.0001537931,0.003838347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00131052,"threshold_uncertainty_score":0.00438416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006487021989873757,"score_gpt":0.1947404624767764,"score_spread":0.1882534404869027,"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."}}