{"id":"W2567391458","doi":"","title":"EXTERIOR BASEMENT INSULATION FOR COLD CLIMATES: FURTHER PROOF OF THE NEED TO BUILD BETTER NOW","year":2007,"lang":"en","type":"article","venue":"","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building envelope; Basement; Architectural engineering; Component (thermodynamics); Envelope (radar); Civil engineering; Inflation (cosmology); Engineering; Geography; Thermal; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003342123,0.0003500025,0.0003511728,0.0001693239,0.0004297108,0.00096649,0.0004147237,0.0003725166,0.004648937],"category_scores_gemma":[0.0005771248,0.00009632591,0.0003769603,0.0002960099,0.0003148393,0.00061576,0.0003291056,0.000466691,0.0002110277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577349,"about_ca_system_score_gemma":0.002566214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2751277,"about_ca_topic_score_gemma":0.4844646,"domain_scores_codex":[0.9997856,0.00004465726,0.000002957036,0.00001714027,0.00008664204,0.00006296854],"domain_scores_gemma":[0.9997203,0.00006994609,0.00002024989,0.00003987039,0.0001180406,0.00003160638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006006737,0.0003603073,0.06818021,0.0003442295,0.00009511381,0.0005384908,0.0003881784,0.7404317,0.03946412,0.0437853,0.007927721,0.09788393],"study_design_scores_gemma":[0.000100235,0.0008131635,0.1074894,0.0001305246,0.000168495,0.0004952084,0.001779449,0.8041373,0.02753445,0.01386667,0.04339646,0.00008874795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349878,0.0008166743,0.02094527,0.00137074,0.00004318058,0.00002853469,0.0003346339,0.00008002271,0.04139312],"genre_scores_gemma":[0.9859557,0.0005712271,0.007779222,0.0000635541,0.00001030371,0.000006580635,0.0002456177,0.00003088477,0.005336747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2751277,"threshold_uncertainty_score":0.5470526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00720485198900475,"score_gpt":0.2124166211681316,"score_spread":0.2052117691791268,"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."}}