{"id":"W3172033929","doi":"10.5006/c2021-16914","title":"CUI Management Through Moisture Barrier System and Field Assessment","year":2021,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta","funders":"","keywords":"Moisture; Environmental science; Field (mathematics); Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002200084,0.00006503289,0.00006674239,0.00001077764,0.00003374606,0.00004966831,0.0000288348,0.00003509165,0.0001762953],"category_scores_gemma":[0.000001005442,0.00005754883,0.00001282577,0.00003731262,0.000002364234,0.00006577757,0.00002781695,0.00004917441,0.000003415566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002122362,"about_ca_system_score_gemma":0.000002987122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006463993,"about_ca_topic_score_gemma":0.000006354243,"domain_scores_codex":[0.9996729,0.000004177497,0.0000760019,0.00009917326,0.00006778904,0.00007994685],"domain_scores_gemma":[0.9998477,0.000008098411,0.000006146674,0.0001022626,0.00001301115,0.0000228262],"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":[0.000009490172,0.00006939022,0.002941269,0.01242789,0.0006518929,0.0003723737,0.001363476,0.4840411,0.000472466,0.4115846,0.03082218,0.05524391],"study_design_scores_gemma":[0.002058188,0.00008475357,0.01626915,0.0006659168,0.0002510656,0.00009171102,0.006565466,0.5436205,0.1628305,0.002494273,0.2635489,0.001519571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004962094,0.000418709,0.4622282,0.0001414947,0.0002655788,0.00008536234,0.000001394373,0.0002856087,0.5316116],"genre_scores_gemma":[0.9703199,0.0002056252,0.02634814,0.0001415324,0.00003110825,0.00001354912,0.000006158751,0.00001063398,0.002923388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9653578,"threshold_uncertainty_score":0.2346773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005611175567121389,"score_gpt":0.2143650141508794,"score_spread":0.208753838583758,"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."}}