{"id":"W3038686327","doi":"10.1016/j.est.2020.101638","title":"Potential anti-icing applications of encapsulated phase change material–embedded coatings; a review","year":2020,"lang":"en","type":"review","venue":"Journal of Energy Storage","topic":"Phase Change Materials Research","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Icing; Materials science; Phase change; Ice formation; Composite material; Frost (temperature); Ice nucleus; Porosity; Nanotechnology; Adhesion; Durability; Meteorology; Geology; Engineering physics; Engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003573539,0.0008636815,0.0008431041,0.001923175,0.0001976732,0.0006744939,0.0006135818,0.0007489392,0.00177198],"category_scores_gemma":[0.0005029397,0.0003325615,0.0004199628,0.001471922,0.0002342184,0.0009069079,0.0004047204,0.000766948,0.0006153546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752064,"about_ca_system_score_gemma":0.000668122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008193506,"about_ca_topic_score_gemma":0.002087624,"domain_scores_codex":[0.9998934,0.000008535994,0.00001278381,0.00002226808,0.00004878168,0.00001430075],"domain_scores_gemma":[0.9997998,0.00008659851,0.00003906983,0.000005181342,0.00005523103,0.00001420291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007861087,0.000119964,0.0002056838,0.03451535,0.0001404364,0.000298841,0.00006442249,0.000527737,0.01858869,0.003182857,0.01481263,0.9274648],"study_design_scores_gemma":[0.00002988572,0.0003023084,0.00134027,0.004633885,0.0003544165,0.001423635,0.00009965611,0.0005215555,0.009359094,0.001183791,0.9807014,0.0000501725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005715459,0.9979706,0.0002410989,0.000106674,0.0001951739,0.00001081121,0.00001786006,0.00000609256,0.0008801076],"genre_scores_gemma":[0.002072945,0.9967443,0.0003688643,0.00009242143,0.0000924924,0.000007938462,0.00002112146,0.000001289979,0.0005985514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001923175,"threshold_uncertainty_score":0.005927861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06324356681058563,"score_gpt":0.3554641477225459,"score_spread":0.2922205809119603,"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."}}