{"id":"W6987408468","doi":"","title":"Study of gypsum board material properties required to maintain high indoor relative humidity in buildings in cold climates","year":2023,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Online Learning Methods and Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relative humidity; Gypsum; Moisture; Limiting; Humidity; Cold climate; Water content","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003325016,0.0001613903,0.0005271104,0.001234664,0.0005970958,0.00006327745,0.0004012747,0.0003471469,0.0001023921],"category_scores_gemma":[0.001490215,0.0001881877,0.00003690924,0.00184485,0.0005331902,0.0002072287,0.0003309974,0.001039899,0.000007924334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000329466,"about_ca_system_score_gemma":0.0002936413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1367476,"about_ca_topic_score_gemma":0.0311457,"domain_scores_codex":[0.995423,0.002530411,0.0003022476,0.0004769326,0.0008058367,0.0004615734],"domain_scores_gemma":[0.9985646,0.0004593848,0.0002930268,0.0002104114,0.0003508228,0.0001217403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002106212,0.002121502,0.6452279,0.001033028,0.0004394457,0.0007077384,0.2935752,0.0003288283,0.02263923,0.01653988,0.01364108,0.001639896],"study_design_scores_gemma":[0.003605785,0.005338433,0.1329509,0.003907413,0.00006482642,0.000001343083,0.5371844,0.00004953451,0.0005546812,0.0005603262,0.3148029,0.0009794472],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815947,0.0000703749,0.00001216581,0.0003021164,0.0004777053,0.0009821105,0.00001074448,0.0001280555,0.01642197],"genre_scores_gemma":[0.8708463,0.0001632686,0.001483896,0.000002064013,0.0003758867,0.000007058737,0.000005724239,0.0001268756,0.1269889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512277,"threshold_uncertainty_score":0.9865333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140807380253593,"score_gpt":0.3482465745870592,"score_spread":0.2868385007845233,"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."}}