{"id":"W4402964188","doi":"10.3390/en17194880","title":"Fatty Acids as Phase Change Materials for Building Applications: Drawbacks and Future Developments","year":2024,"lang":"en","type":"article","venue":"Energies","topic":"Phase Change Materials Research","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochemical engineering; Nanotechnology; Computer science; Engineering; Materials science","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":[0.001112141,0.00064397,0.0005972827,0.0008343736,0.0004116165,0.001383526,0.0006670143,0.001543413,0.003448707],"category_scores_gemma":[0.0008418936,0.0003818629,0.0005542175,0.001069574,0.0004470724,0.002216438,0.0006478236,0.001384409,0.002002503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000525684,"about_ca_system_score_gemma":0.000665965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006568371,"about_ca_topic_score_gemma":0.001742438,"domain_scores_codex":[0.9996049,0.00006661496,0.00003263624,0.00006996224,0.0001775474,0.00004842174],"domain_scores_gemma":[0.9994959,0.0002242346,0.00006767138,0.0000272473,0.0001552181,0.00002974352],"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":[0.0001911248,0.0003057564,0.001103724,0.01980284,0.00007855867,0.0007623115,0.0003339003,0.002965403,0.1655014,0.0265276,0.01064452,0.7717828],"study_design_scores_gemma":[0.00002235625,0.0008585484,0.001187385,0.002586275,0.0001303235,0.002039443,0.0005905815,0.003517387,0.1063314,0.01426791,0.8683828,0.00008561638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01090896,0.9730744,0.00533185,0.002269534,0.0004271922,0.00002824692,0.00006132715,0.00004168378,0.007856783],"genre_scores_gemma":[0.04686262,0.9381872,0.009030959,0.0006897162,0.0004019815,0.00006042113,0.0001047836,0.00002484166,0.004637432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003448707,"threshold_uncertainty_score":0.01153702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070809679033118,"score_gpt":0.3459750573244113,"score_spread":0.3152669605340801,"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."}}