{"id":"W2610900692","doi":"10.4224/20378705","title":"Report from Task 8 of MEWS Project: MEWS Methodology for Developing Moisture Management Strategies: application to stucco clad wood-frame walls in North America","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; FPInnovations; DuPont","keywords":"Mews; Frame (networking); Task (project management); Forensic engineering; Engineering; Medicine; Medical emergency; Early warning score; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000313346,0.0002084177,0.0004532906,0.0001625647,0.00002771707,0.00003817993,0.0003143347,0.0001065228,0.00006450856],"category_scores_gemma":[0.00009405386,0.0002004314,0.00005006642,0.0002812249,0.00002086319,0.0001258529,0.00007647599,0.0001049311,0.0000296164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343357,"about_ca_system_score_gemma":0.0000162887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002745897,"about_ca_topic_score_gemma":0.0002610051,"domain_scores_codex":[0.998454,0.00007621329,0.0006329915,0.0003575317,0.0001620581,0.0003171946],"domain_scores_gemma":[0.9992165,0.0001139773,0.0001325139,0.0004437077,0.00005418913,0.0000391263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001414463,0.0001056509,0.0003811167,0.00105913,0.0003826977,0.00004475033,0.007066638,0.1036864,0.7937893,0.0008712769,0.005742399,0.08672918],"study_design_scores_gemma":[0.004242693,0.0006978146,0.01716434,0.0008977254,0.0003724571,0.00004143065,0.007116601,0.07440402,0.2504424,0.01686579,0.6238077,0.003947011],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5520185,0.0001033975,0.4392304,0.0003383337,0.0002636606,0.002310108,0.00005360338,0.0002239887,0.005457955],"genre_scores_gemma":[0.6709521,0.00005952278,0.327912,0.000104842,0.00006810859,0.0007642605,0.00003358726,0.00004760531,0.00005803335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6180653,"threshold_uncertainty_score":0.8173355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04952557364337712,"score_gpt":0.2845073010653709,"score_spread":0.2349817274219937,"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."}}