{"id":"W1507319997","doi":"10.5539/mas.v9n7p169","title":"Prediction of the Amount of Ice Formation in the Water Dispersed Phase of a W/O Emulsion","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Differential scanning calorimetry; Thermodynamics; Phase diagram; Materials science; Metastability; Emulsion; Phase (matter); Analytical Chemistry (journal); Chemistry; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002155785,0.0002026723,0.0002164258,0.0002152127,0.00005349969,0.0002345769,0.0001375834,0.0001784642,0.0003762234],"category_scores_gemma":[0.0006101211,0.00009549029,0.0001908796,0.0001119753,0.000122839,0.0002299625,0.00009771457,0.0002670972,0.0001885091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407512,"about_ca_system_score_gemma":0.00009467354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003759142,"about_ca_topic_score_gemma":0.0003441116,"domain_scores_codex":[0.9998918,0.00001180803,0.000005991676,0.00003251607,0.00004982425,0.000008143862],"domain_scores_gemma":[0.9997793,0.0001064867,0.00004680952,0.0000107498,0.00004219586,0.0000144733],"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":[0.0001393703,0.00001836242,0.001311501,0.00004069911,0.000006215911,0.00002637486,0.00001259499,0.001786595,0.9929859,0.00003289248,0.000009903165,0.003629554],"study_design_scores_gemma":[0.000004200828,0.0002309611,0.002735185,0.000003971185,0.00001220179,0.00002842557,0.00001239221,0.01524104,0.9815127,0.00002635487,0.000188755,0.000003879532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792347,0.000718977,0.01912747,0.00001788397,0.00001324421,0.00002353256,0.0001355869,0.00006940025,0.0006592725],"genre_scores_gemma":[0.9897194,0.0006174594,0.00903865,0.000007435725,0.0000040431,0.00002080341,0.0001357397,0.0000249621,0.0004315884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003762234,"threshold_uncertainty_score":0.001258612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091428059359596,"score_gpt":0.2300344720984749,"score_spread":0.1991201915048789,"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."}}