{"id":"W7001131995","doi":"","title":"How much air is too much? The National Research Council of Canada studies roof system air intrusion","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Data Analysis with R","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intrusion; Roof; Research council; Air movement; Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005370974,0.0001158819,0.0002183037,0.0000989169,0.0004092751,0.00009322722,0.001769524,0.00004980349,0.00001877039],"category_scores_gemma":[0.002128741,0.00007522466,0.0000473049,0.0008121064,0.0001996438,0.0003457304,0.0008070116,0.0003704248,0.00001311694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524785,"about_ca_system_score_gemma":0.005853418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02254495,"about_ca_topic_score_gemma":0.282425,"domain_scores_codex":[0.9933783,0.0001790265,0.0002383215,0.0003766866,0.005492744,0.0003348597],"domain_scores_gemma":[0.9920874,0.0005352342,0.0001234894,0.000823346,0.006348505,0.00008206822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005193257,0.00002587984,0.0001353947,0.0000595452,0.0001004086,0.00000915424,0.001540978,0.00001440746,0.008531407,0.07603462,0.9115005,0.002042582],"study_design_scores_gemma":[0.0007679973,0.000147708,0.003997769,0.0001582204,0.00004408789,0.00006116074,0.006709007,0.107333,0.04380596,0.02194415,0.8144707,0.0005602221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4798747,0.0008446883,0.009471319,0.3501237,0.004339225,0.001434864,0.0004037041,0.0003139892,0.1531938],"genre_scores_gemma":[0.9931304,0.000006652197,0.002977895,0.0005961166,0.0001442534,0.0000246076,0.000002008076,0.000006297386,0.003111811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5132557,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000332885069316,"score_gpt":0.3080810430828732,"score_spread":0.2080477545759416,"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."}}