{"id":"W4295066347","doi":"10.1002/cjce.24648","title":"A sustainable bio‐adsorbent for thermal energy storage for space heating applications","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal energy storage; Energy storage; Materials science; Adsorption; Thermal energy; Chemical engineering; Process engineering; Waste management; Composite material; Chemistry; Engineering; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002824646,0.00009993187,0.0001434209,0.0001129688,0.0001883349,0.00004201379,0.0002474208,0.00003336191,0.00001802387],"category_scores_gemma":[0.00003969163,0.00009227404,0.0001139941,0.0001552742,0.00001296962,0.00004608457,0.00001161362,0.000188443,2.683739e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755546,"about_ca_system_score_gemma":0.0001685311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003133125,"about_ca_topic_score_gemma":0.00003617864,"domain_scores_codex":[0.9992699,0.000007298677,0.0002312043,0.00006297544,0.0001013048,0.0003273209],"domain_scores_gemma":[0.9994471,0.0001004493,0.00005490308,0.000111965,0.00008373887,0.0002018218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005895411,0.000003453032,0.000003133306,0.00007979746,0.00004520653,0.000003259478,0.0002905566,0.9416755,0.04022793,0.01617401,0.001008887,0.0004823276],"study_design_scores_gemma":[0.0006029228,0.00005820313,0.000004189973,0.00002953317,0.00004490059,0.0001158211,0.0005155664,0.659918,0.03002073,0.0004941885,0.3079165,0.0002794515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1967091,0.003688831,0.7958839,0.001284727,0.0008825577,0.0009520414,0.00008898645,0.0001591134,0.0003507402],"genre_scores_gemma":[0.9983153,8.364589e-7,0.0007095016,0.00004718627,0.0003939016,0.0002610365,0.000005958282,0.00004300005,0.0002232412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8016062,"threshold_uncertainty_score":0.3762826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005879951340423157,"score_gpt":0.181703574517886,"score_spread":0.1758236231774629,"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."}}