{"id":"W6959123041","doi":"10.6084/m9.figshare.c.7476174","title":"Emergency Knowledge Translation, COVID-19 and indoor air: evaluating a virtual ventilation and filtration consultation program for community spaces in Ontario","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Purchasing; HVAC; Indoor air quality; Quality (philosophy); Health care; Public health; Ventilation (architecture)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01024413,0.0009050627,0.0007814245,0.0009096286,0.006737352,0.002064801,0.003052366,0.0009361744,0.007402047],"category_scores_gemma":[0.01731171,0.0007694682,0.001117503,0.001236315,0.002178909,0.001420851,0.004630217,0.001460922,0.0005682035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05307284,"about_ca_system_score_gemma":0.1244402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7305011,"about_ca_topic_score_gemma":0.8842346,"domain_scores_codex":[0.9915627,0.003989373,0.0003438404,0.0005466408,0.001489543,0.00206775],"domain_scores_gemma":[0.9857736,0.003239125,0.001017747,0.0005138756,0.002280165,0.007175541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01815678,0.09382791,0.1166766,0.01075474,0.000546317,0.002952497,0.1483147,0.007971476,0.00494541,0.001959301,0.03373806,0.5601563],"study_design_scores_gemma":[0.02547433,0.07107012,0.644961,0.004638533,0.001172438,0.0004685525,0.1353224,0.01385769,0.004037666,0.001573478,0.0967987,0.0006250898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722683,0.0003924145,0.0009651639,0.002273081,0.00008559413,0.0122959,0.0007536339,0.000170043,0.01079579],"genre_scores_gemma":[0.9691269,0.0008652828,0.01021447,0.0009137935,0.00006879101,0.01315979,0.0008363215,0.00004300716,0.004771719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694989,"threshold_uncertainty_score":0.542172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3034646030071892,"score_gpt":0.4787309510638446,"score_spread":0.1752663480566554,"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."}}