{"id":"W4386157112","doi":"10.32920/24033942","title":"Analysis and Data Collection of Solubility of ATRP Reagents in Emulsion Process","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Miscibility; Atom-transfer radical-polymerization; Polymer; Solubility; Thermodynamics; Emulsion polymerization; Hildebrand solubility parameter; Mixing (physics); Polymerization; Materials science; Chemistry; Polymer chemistry; 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":[0.001839417,0.0009901838,0.001001795,0.003472829,0.0007129496,0.001198285,0.0008948731,0.0006405395,0.007458709],"category_scores_gemma":[0.003893417,0.0003370569,0.0008164155,0.003361126,0.0004040402,0.001187577,0.0008889185,0.0009703887,0.006426048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005399107,"about_ca_system_score_gemma":0.001555039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253239,"about_ca_topic_score_gemma":0.0009227857,"domain_scores_codex":[0.9969329,0.0001805925,0.00036337,0.0007652986,0.001608908,0.0001488916],"domain_scores_gemma":[0.9973016,0.0004183427,0.0003071682,0.0004184329,0.001463023,0.00009136621],"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":[0.001663642,0.0009139829,0.03302826,0.003355391,0.0002506149,0.001011634,0.001116107,0.005252418,0.5585223,0.002655926,0.02043661,0.3717931],"study_design_scores_gemma":[0.00005870258,0.0007847123,0.03601251,0.0001379072,0.000161318,0.0004610961,0.0003471506,0.01946155,0.870306,0.001666482,0.07042768,0.0001748038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4009551,0.003112839,0.3519992,0.0006002773,0.0005373738,0.004889943,0.1800269,0.02821586,0.02966238],"genre_scores_gemma":[0.4935332,0.003349184,0.3387071,0.0004694159,0.0002168988,0.008008469,0.1385051,0.003497728,0.01371289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007458709,"threshold_uncertainty_score":0.02495188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172853878758004,"score_gpt":0.2928165680205024,"score_spread":0.2610880292329223,"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."}}