{"id":"W3094376899","doi":"10.1016/j.carbpol.2020.117279","title":"Leakage-proof microencapsulation of phase change materials by emulsification with acetylated cellulose nanofibrils","year":2020,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Phase Change Materials Research","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Horizon 2020; European Research Council; Horizon 2020 Framework Programme; Suomen Kulttuurirahasto","keywords":"Cellulose; Materials science; Thermal stability; Phase-change material; Chemical engineering; Thermal energy storage; Nanofiber; Rheology; Composite material; Thermal; Thermodynamics","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":[0.0002152365,0.0003760004,0.0001763443,0.0001423216,0.0001243924,0.0002403033,0.0002032356,0.0002166347,0.0004098088],"category_scores_gemma":[0.0001789136,0.0001132903,0.000228671,0.00008264834,0.0001963368,0.0004331265,0.000197494,0.000417501,0.0001860183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159241,"about_ca_system_score_gemma":0.0001610962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004272558,"about_ca_topic_score_gemma":0.0005347194,"domain_scores_codex":[0.9998897,0.00001284397,0.000008132986,0.00003223322,0.00002894823,0.00002808722],"domain_scores_gemma":[0.9998549,0.00003783864,0.00005917969,0.0000127786,0.00002049014,0.00001465173],"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":[0.00002107783,0.000007834888,0.0000144806,0.00001981114,0.000002326659,0.00001569158,0.000006345085,0.00009040422,0.9990351,0.00005700375,0.0000113601,0.0007185825],"study_design_scores_gemma":[0.000001478526,0.00002230158,0.00007034861,9.554399e-7,0.000001636286,0.000008471467,0.000001381345,0.0003409678,0.9993819,0.000005321368,0.0001642584,9.750873e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713864,0.001214397,0.02550684,0.0001012698,0.00007849394,0.00004017732,0.0001025269,0.0002178084,0.001352102],"genre_scores_gemma":[0.9884333,0.000571816,0.00915428,0.00004240297,0.0000204414,0.00002666753,0.00006269688,0.00004491102,0.001643616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004272558,"threshold_uncertainty_score":0.002292156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055184146219987,"score_gpt":0.2619748590513168,"score_spread":0.2214230175891169,"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."}}