{"id":"W2031780023","doi":"10.1119/1.3488987","title":"Thermodynamics of heating a room","year":2010,"lang":"en","type":"article","venue":"American Journal of Physics","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Office of Naval Research","keywords":"Thermodynamics; Physics; Ideal gas; Internal energy; Entropy (arrow of time); Heat transfer; Thermodynamic free energy; Mechanics","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":[0.0003903802,0.0003991526,0.0006559704,0.0003754298,0.000891712,0.001467661,0.0008313484,0.000703898,0.005984447],"category_scores_gemma":[0.001212831,0.0004605185,0.0004786106,0.0002528823,0.002102981,0.001895448,0.00123032,0.001051666,0.001316484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009138119,"about_ca_system_score_gemma":0.0005582689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009561755,"about_ca_topic_score_gemma":0.0004995439,"domain_scores_codex":[0.9995432,0.00007651383,0.0000151187,0.00007504615,0.000216847,0.00007323183],"domain_scores_gemma":[0.9998075,0.00007820607,0.00001566925,0.00004046766,0.00003751388,0.00002062707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005087648,0.00004662201,0.0009014117,0.0002281759,0.00003069004,0.0001802579,0.0003700526,0.1337012,0.02118066,0.8220824,0.002574467,0.01865316],"study_design_scores_gemma":[0.0000216572,0.00009419751,0.002288464,0.00006564648,0.00001932412,0.0002600378,0.0001565638,0.1894168,0.01053039,0.7638518,0.03320827,0.00008671702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2118591,0.0144248,0.436376,0.003872021,0.001358212,0.0001381849,0.00100843,0.000746211,0.330217],"genre_scores_gemma":[0.9460739,0.003298369,0.0164673,0.0003685871,0.0004485559,0.0001453809,0.0002662005,0.0002392974,0.03269239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005984447,"threshold_uncertainty_score":0.02002001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003058585564618589,"score_gpt":0.1912130170785648,"score_spread":0.1881544315139462,"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."}}