{"id":"W2155305469","doi":"10.1520/jai102034","title":"Tests of a Novel Ceiling Panel for Maintaining Space Relative Humidity by Moisture Transfer from an Aqueous Salt Solution","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ceiling (cloud); Relative humidity; Materials science; Aqueous solution; Moisture; Humidity; Salt (chemistry); Salt solution; Environmental science; Composite material; Thermodynamics; Structural engineering; Chemistry; Engineering; Physics","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":[0.0002524173,0.0001366617,0.0003090354,0.0001290487,0.0000328893,0.00004766833,0.0002534189,0.00007852424,0.00006808794],"category_scores_gemma":[0.00009608756,0.0001195299,0.0001768448,0.00005730068,0.00001868406,0.0004280068,0.00000817205,0.0001716604,6.026131e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325195,"about_ca_system_score_gemma":0.00001884877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000285096,"about_ca_topic_score_gemma":0.00001374935,"domain_scores_codex":[0.9987882,0.00002466742,0.0006122882,0.0001044409,0.0003465646,0.0001238679],"domain_scores_gemma":[0.9991775,0.0001331669,0.0002150585,0.00008015281,0.0003302077,0.00006398153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001714197,0.00005360693,0.0002343906,0.00000454462,0.0002722625,0.000003063256,0.000411537,0.04567713,0.9508332,0.0004251075,0.0003011728,0.00161258],"study_design_scores_gemma":[0.004703679,0.0009881246,0.1191766,0.0004463422,0.0004043386,0.0001962651,0.000306478,0.2080167,0.6483833,0.01530848,0.001412345,0.0006572579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7851388,0.0001130078,0.21344,0.0005794485,0.0004336326,0.00005611576,0.0001322403,0.00001569202,0.00009111677],"genre_scores_gemma":[0.9798967,0.0000127179,0.01944716,0.00004675335,0.0005100792,8.621992e-7,0.00005880753,0.00001318284,0.00001370602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3024499,"threshold_uncertainty_score":0.4874288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01861265217562494,"score_gpt":0.2675648517711616,"score_spread":0.2489521995955367,"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."}}