{"id":"W7058398904","doi":"","title":"Moisture management: prediction of response of exterior wall elements to climates","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moisture; Product (mathematics); New product development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270156,0.000647973,0.0004036529,0.0003904592,0.0002120145,0.0004553397,0.0003214571,0.0006108228,0.0006286965],"category_scores_gemma":[0.001025947,0.0002887253,0.000284259,0.0002820352,0.0002110542,0.0003572433,0.0002161119,0.0003627605,0.0004031689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143782,"about_ca_system_score_gemma":0.0001470531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006389507,"about_ca_topic_score_gemma":0.004799479,"domain_scores_codex":[0.9998935,0.00002257712,0.000004489274,0.00003606416,0.0000224368,0.00002089382],"domain_scores_gemma":[0.9996966,0.0001636018,0.00003936349,0.0000201757,0.00005404635,0.00002623309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00064263,0.0002583893,0.1139579,0.00006707451,0.0000570609,0.00009250731,0.00009478338,0.7911447,0.03748251,0.0002090069,0.0008064201,0.05518695],"study_design_scores_gemma":[0.00001076776,0.000102754,0.02951715,0.000002814981,0.00001076269,0.00001480508,0.00002291069,0.9603707,0.009574232,0.0001370819,0.0002236743,0.00001242053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566846,0.0001025077,0.04077569,0.0000489722,0.00002282607,0.00002633307,0.0003629448,0.0006326468,0.001343498],"genre_scores_gemma":[0.9940816,0.00004496077,0.005120507,0.000005355825,0.000005496541,0.00001109524,0.0002750567,0.00002210042,0.0004338775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006389507,"threshold_uncertainty_score":0.01270461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139367160801132,"score_gpt":0.2486343815700407,"score_spread":0.2346976654899275,"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."}}