{"id":"W4403952114","doi":"10.1016/j.est.2024.114345","title":"Development and investigation of biobased binary eutectic phase change materials for low-temperature building applications: 1-Hexadecanol/1-Dodecanol and 1-Octadecanol/1-Dodecanol","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red River College; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec; China Scholarship Council","keywords":"Dodecanol; Eutectic system; Binary number; Materials science; Phase change; Organic chemistry; Thermodynamics; Chemistry; Composite material; Mathematics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007013447,0.0002565668,0.0004427513,0.0007220061,0.00008901367,0.0001743987,0.0001759446,0.000166675,0.00002066414],"category_scores_gemma":[0.00004597441,0.0002339884,0.00005198269,0.0003745339,0.00008600322,0.0004277654,0.0000594014,0.0001482142,6.156203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960519,"about_ca_system_score_gemma":0.0001957134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001328195,"about_ca_topic_score_gemma":0.00001173048,"domain_scores_codex":[0.9983935,0.00006049801,0.000674254,0.0002322944,0.000348778,0.0002906458],"domain_scores_gemma":[0.9991162,0.0001286978,0.0001657571,0.0001603279,0.0002270186,0.0002020287],"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":[0.00008263491,0.00003198858,0.000002837776,0.001461942,0.0001352485,0.0000399591,0.0005727717,0.00008503524,0.9901091,0.0006986504,0.0002520579,0.006527747],"study_design_scores_gemma":[0.001040652,0.0001824048,0.00005198134,0.0007945344,0.00005287901,0.0001014764,0.00006918061,0.001295806,0.9768452,0.0002116871,0.01912025,0.0002339365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852527,0.01084655,0.002642044,0.0001400536,0.0005304277,0.0003791496,0.0001233063,0.00007227335,0.00001344419],"genre_scores_gemma":[0.9946195,0.0009556228,0.00339047,0.00004242017,0.0005885289,0.0002783688,0.00002886609,0.00007419215,0.00002198507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886819,"threshold_uncertainty_score":0.954177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704565720098709,"score_gpt":0.2942350968217911,"score_spread":0.257189439620804,"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."}}