{"id":"W6947708523","doi":"10.4224/20377603","title":"Moisture Measurement Guide for Building Envelope Applications","year":2004,"lang":"en","type":"report","venue":"NPARC","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moisture; Calibration; Instrumentation (computer programming); Building envelope; Durability; Water content; System of measurement; Envelope (radar)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006574332,0.0002361117,0.000238214,0.00003190301,0.0002180962,0.00005114626,0.0003570423,0.0002239052,0.02996682],"category_scores_gemma":[0.0001504342,0.0002227001,0.0001730455,0.0001991182,0.0000936845,0.00004803968,0.0001595648,0.0001665879,0.0006542265],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007482449,"about_ca_system_score_gemma":0.0002134542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000168755,"about_ca_topic_score_gemma":0.0003171479,"domain_scores_codex":[0.9976153,0.00001082096,0.0003287677,0.0004780368,0.001228229,0.0003388406],"domain_scores_gemma":[0.9991171,0.00001559984,0.0001944757,0.0004070071,0.0001399302,0.0001258222],"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":[0.000006857509,0.0001417607,0.0004245429,0.0002197394,0.00005244425,0.00000385187,0.00005770742,0.00003197957,0.03444918,0.002759156,0.9413658,0.02048696],"study_design_scores_gemma":[0.000186713,0.00001658726,0.004558181,0.00006264375,0.00004724822,0.00001314252,0.00006634954,0.000001276145,0.001096932,0.001694324,0.9920034,0.0002531527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001783375,0.0004129193,0.01257233,0.0009401664,0.0003925094,0.001401138,0.0005992454,0.0001121577,0.9833912],"genre_scores_gemma":[0.3866805,0.04486662,0.1583551,0.006804431,0.00957228,0.04909928,0.01812776,0.001381641,0.3251124],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6582788,"threshold_uncertainty_score":0.9963276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07775101464479615,"score_gpt":0.3110330772018272,"score_spread":0.233282062557031,"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."}}