{"id":"W3168395769","doi":"10.3390/en14123421","title":"An Innovative System for the Treatment of Rising Dampness in Buildings Located in Cold Climates","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Durability; Context (archaeology); Environmental science; Moisture; Frost (temperature); Building envelope; Thermal insulation; Obstacle; Thermal comfort; Ventilation (architecture); Dynamic insulation; Architectural engineering; Civil engineering; Thermal; Engineering; Materials science; Mechanical engineering; Meteorology; Layer (electronics); Composite material; Vacuum insulated panel; Geology","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":[0.0001613301,0.0001194658,0.0002529937,0.00008388757,0.00002741139,0.0000423147,0.0001066731,0.0000477027,0.000005218113],"category_scores_gemma":[0.00002091401,0.00008744055,0.00002133483,0.000294702,0.00002700146,0.0001157309,0.00001230691,0.00002636253,6.495687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657851,"about_ca_system_score_gemma":0.00001880637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003698167,"about_ca_topic_score_gemma":0.0001358169,"domain_scores_codex":[0.9993076,0.00003698203,0.000293098,0.0001226855,0.00006137625,0.0001782961],"domain_scores_gemma":[0.9995789,0.0001187568,0.00003752991,0.0001838914,0.00006940983,0.00001149811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002414197,0.00003515797,0.0009351784,0.0001952014,0.00002555876,0.000005256493,0.00154376,0.4376738,0.5579239,0.0007692659,0.000003444002,0.0008653214],"study_design_scores_gemma":[0.0004948819,0.00006357098,0.001186627,0.000224106,0.00000652765,0.000001320132,0.002029162,0.01416137,0.9811088,0.000008446961,0.0006123958,0.000102756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980507,0.001057617,0.0002625697,0.00002047408,0.0002207551,0.0002090421,0.00001864617,0.0000960824,0.00006414967],"genre_scores_gemma":[0.9988967,0.0001465461,0.0007360724,0.000004486929,0.0000354617,0.0001301223,0.000007609056,0.00003178278,0.00001124744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4235125,"threshold_uncertainty_score":0.3565722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793115385364238,"score_gpt":0.2446593857251461,"score_spread":0.2267282318715037,"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."}}