{"id":"W7034284105","doi":"","title":"Solution Properties Of Polyol Ester Lubricants Designed For Use With R-32 And Related Low GWP Refrigerant Blends","year":2014,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Lubricant; Gas compressor; Refrigeration; Evaporator; Lubrication; Montreal Protocol; Solubility; Evaporation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003734373,0.0004928918,0.0002121146,0.000475056,0.0001974228,0.0003224663,0.0002437255,0.0003970645,0.002011941],"category_scores_gemma":[0.000736749,0.0001578024,0.0002592692,0.0003975764,0.000180732,0.000431562,0.0002114998,0.0003711582,0.0006138851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317673,"about_ca_system_score_gemma":0.0002405096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502366,"about_ca_topic_score_gemma":0.001138345,"domain_scores_codex":[0.9997373,0.00003705944,0.00003164275,0.00004415161,0.0001061281,0.00004358561],"domain_scores_gemma":[0.9997202,0.00005445672,0.0000649881,0.00001404852,0.0001199094,0.00002645621],"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":[0.0003531666,0.00004884845,0.000583701,0.0001688707,0.0000144466,0.00008778185,0.00007301842,0.0007201105,0.9896179,0.0002119304,0.0002026157,0.007917689],"study_design_scores_gemma":[0.00001486268,0.000921734,0.001454028,0.0000160343,0.00001705375,0.0000819684,0.00005950126,0.001891704,0.9927121,0.00003013255,0.002786428,0.00001442941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944357,0.002060493,0.001643011,0.00004254249,0.00004818917,0.00003788155,0.0003003402,0.00004711252,0.001384732],"genre_scores_gemma":[0.9936459,0.00108525,0.002250071,0.00003059499,0.00001065187,0.00003065901,0.0004801038,0.00002863815,0.002438075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002011941,"threshold_uncertainty_score":0.006730676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194981491964128,"score_gpt":0.1957923654498471,"score_spread":0.1762942162534343,"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."}}