{"id":"W2616676731","doi":"10.1016/j.enbuild.2015.10.021","title":"Determination of optimum insulation thickness for building walls with moisture transfer in hot summer and cold winter zone of China","year":2015,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"China Scholarship Council; Concordia University; National Natural Science Foundation of China","keywords":"Moisture; Materials science; Relative humidity; Environmental science; Heat transfer; Expanded polystyrene; Cold winter; Thermal insulation; Payback period; Composite material; Humidity; Meteorology; Mechanics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001494872,0.0001185572,0.000189882,0.0001364369,0.00002248562,0.00001191582,0.00004943118,0.0001164214,0.000001299327],"category_scores_gemma":[0.000008333333,0.0001057247,0.00001897982,0.0001558274,0.00004246566,0.0002181806,0.00001112071,0.00005533908,5.041627e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001903437,"about_ca_system_score_gemma":0.00001008671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001209,"about_ca_topic_score_gemma":0.00009127927,"domain_scores_codex":[0.999455,0.00001165617,0.0001959592,0.0001335297,0.00009256931,0.0001112682],"domain_scores_gemma":[0.9997661,0.00003194561,0.00003509102,0.0000703142,0.00005821065,0.00003835233],"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":[0.0004817944,0.00006726335,0.004138844,0.0002930553,0.00004990606,0.00000173601,0.001610813,0.8752266,0.07035623,0.03744221,0.0000310829,0.01030044],"study_design_scores_gemma":[0.004561557,0.0005522941,0.01007875,0.0006679067,0.0001021855,0.00002548419,0.0001777483,0.6821352,0.2974867,0.00135612,0.002239377,0.000616753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6193606,0.0002210307,0.3802349,0.00001634956,0.00003934846,0.00005292491,0.000002865732,0.00001888251,0.00005311489],"genre_scores_gemma":[0.9803159,0.00008007925,0.0194803,0.000014328,0.00002106139,0.00001939119,0.00001040847,0.00002056212,0.0000379206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3609553,"threshold_uncertainty_score":0.4311327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008889914433665337,"score_gpt":0.2052141830991334,"score_spread":0.1963242686654681,"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."}}