{"id":"W2970345793","doi":"10.1021/acsomega.9b00755","title":"Water Vapor Adsorption–Desorption Behavior of Surfactant-Coated Starch Particles for Commercial Energy Wheels","year":2019,"lang":"en","type":"article","venue":"ACS Omega","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Adsorption; Desorption; Pulmonary surfactant; Chemical engineering; Water vapor; Starch; Materials science; Chemistry; Organic chemistry; Engineering","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":[0.0001420647,0.0001134542,0.0001650349,0.00006092203,0.00003090048,0.00002333165,0.00008120727,0.0000772388,0.00006383932],"category_scores_gemma":[0.00001195455,0.0001006625,0.00004835146,0.00008704745,0.00001958852,0.0002273267,0.000009924122,0.0000591164,0.00004379694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004540601,"about_ca_system_score_gemma":0.00001422887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003210607,"about_ca_topic_score_gemma":0.0000596017,"domain_scores_codex":[0.9991655,0.00002693818,0.0002871063,0.0001227298,0.0001430663,0.0002547096],"domain_scores_gemma":[0.9995986,0.00006568877,0.00003703549,0.0001523084,0.0001017057,0.00004470746],"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":[0.00007162674,0.00004294785,0.001703378,0.00003828221,0.00002105524,1.786464e-7,0.0006357722,0.001408652,0.9927626,0.0006178603,0.000323349,0.002374291],"study_design_scores_gemma":[0.000788779,0.0002103564,0.00632394,0.00001149389,0.00003134791,0.0000013559,0.00005987122,0.00972126,0.9814055,0.0002612715,0.001018585,0.0001662578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921385,0.00002497434,0.006973338,0.00007307878,0.0002529818,0.0002939711,0.00004289727,0.0001149332,0.00008532599],"genre_scores_gemma":[0.998848,0.00002306127,0.0004486911,0.00004551947,0.00003531898,0.00009385481,0.0003125808,0.00002915035,0.0001638336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135712,"threshold_uncertainty_score":0.4104899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616847134426189,"score_gpt":0.2358012227580539,"score_spread":0.219632751413792,"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."}}