{"id":"W4386432404","doi":"10.1007/978-981-19-9822-5_46","title":"Evaluating Experimental Methods for Measuring the Specific Heat Capacity of Building Materials","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Heat capacity; Heat flow; Materials science; Heat flux; Metre; High heat; Mechanical engineering; Composite material; Heat transfer; Mechanics; Engineering; Thermodynamics; Thermal; Physics","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":[0.007991177,0.001346932,0.0005827575,0.00175268,0.0005484355,0.001195795,0.003028647,0.001542094,0.003379362],"category_scores_gemma":[0.01186147,0.0006730831,0.0005893655,0.001612007,0.001115535,0.001810035,0.001055453,0.0007640648,0.0008587586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444883,"about_ca_system_score_gemma":0.0007342457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809592,"about_ca_topic_score_gemma":0.002921214,"domain_scores_codex":[0.9919918,0.002650267,0.0002801075,0.0006831634,0.004221814,0.0001728743],"domain_scores_gemma":[0.987218,0.009078909,0.0006015065,0.001343888,0.001670942,0.00008686845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002942007,0.002829521,0.01411172,0.00269285,0.0002896207,0.00007971623,0.0003386145,0.06186694,0.4450179,0.01402141,0.002749305,0.4530604],"study_design_scores_gemma":[0.0002701723,0.004098226,0.01560101,0.0001790218,0.00028818,0.0001887746,0.0002374341,0.1418522,0.8196825,0.006436188,0.01104313,0.0001231825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1729735,0.007243962,0.7935947,0.000158553,0.000426327,0.002015737,0.00155328,0.0007803531,0.02125372],"genre_scores_gemma":[0.5103748,0.00321026,0.4726661,0.0001139192,0.0001492431,0.003514941,0.001373905,0.0002564377,0.008340316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007991177,"threshold_uncertainty_score":0.0422619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902474363676541,"score_gpt":0.2782096171748354,"score_spread":0.21918487353807,"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."}}