{"id":"W1976372352","doi":"10.1007/s10450-014-9628-6","title":"Water vapor adsorption equilibria and mass transport in unmodified and modified cellulose fiber-based materials","year":2014,"lang":"en","type":"article","venue":"Adsorption","topic":"Material Properties and Processing","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water vapor; Relative humidity; Monolayer; Adsorption; Sorption; Saturation (graph theory); Chemistry; Moisture; Vapor pressure; Water activity; Humidity; Mass transfer; Analytical Chemistry (journal); Vapour pressure of water; Water content; Chemical engineering; Materials science; Chromatography; Organic chemistry; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003068155,0.0001777218,0.0002175242,0.00008971417,0.00002448334,0.00007876297,0.00004876266,0.000135694,0.0002074025],"category_scores_gemma":[0.000004738527,0.0001447669,0.00001689834,0.00004321153,0.00003128043,0.0002316195,0.0000102204,0.00006939304,0.00002421835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002405097,"about_ca_system_score_gemma":0.000004561415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008087928,"about_ca_topic_score_gemma":0.00001230896,"domain_scores_codex":[0.9990948,0.00004951417,0.0002913121,0.0002192428,0.00009213541,0.0002530154],"domain_scores_gemma":[0.9997801,0.00001351504,0.00002690476,0.0001032222,0.000015743,0.0000604832],"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":[0.0001174909,0.000008070791,0.000158633,0.0004268437,0.000004617906,9.015807e-7,0.0001902808,0.003341908,0.9939302,0.00005801769,0.000007859618,0.001755219],"study_design_scores_gemma":[0.001201013,0.0000722575,0.003189074,0.0001171433,0.00002307476,0.000003326859,0.000009989995,0.1914992,0.8017039,0.001087724,0.0007585532,0.000334723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954982,0.00009621068,0.003331073,0.00006346819,0.0001935342,0.0001866084,0.000007278335,0.0001468046,0.0004767631],"genre_scores_gemma":[0.9992721,0.00003502286,0.0002827627,0.00003442262,0.00009564673,0.0000265142,0.00007707327,0.00003672576,0.0001397134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922263,"threshold_uncertainty_score":0.5903422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305233305045203,"score_gpt":0.1955457512687457,"score_spread":0.1824934182182937,"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."}}