{"id":"W2750389095","doi":"10.11159/ffhmt17.175","title":"Partial Immobilization and Non-Instantaneous Equilibrium Models for Gas Membrane Transport Mechanism","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Partial equilibrium; Mechanism (biology); Chemistry; Thermodynamics; Mechanics; Economics; General equilibrium theory; Physics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110945,0.001926643,0.001495171,0.001474089,0.0009513226,0.001475588,0.004659086,0.003928664,0.007962872],"category_scores_gemma":[0.002474753,0.0009163477,0.002545471,0.0008883986,0.001896499,0.005653937,0.001542441,0.002666632,0.003024829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930695,"about_ca_system_score_gemma":0.001143782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004523192,"about_ca_topic_score_gemma":0.001707637,"domain_scores_codex":[0.999379,0.000110111,0.0000280064,0.0001520713,0.0001855714,0.0001451016],"domain_scores_gemma":[0.999301,0.0003295927,0.0000832433,0.00008663465,0.0001515928,0.00004786665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005299649,0.00009130359,0.0001840479,0.000269132,0.00003007811,0.000219744,0.0002753224,0.1909162,0.01092035,0.7881379,0.001865489,0.007037376],"study_design_scores_gemma":[0.00001635751,0.00004383524,0.0001199688,0.00001656589,0.00002227177,0.0001160304,0.00003102369,0.8951154,0.002071607,0.09808192,0.004324999,0.00004003241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03837566,0.006066011,0.910979,0.002254799,0.0005788963,0.0002038797,0.000526451,0.000544855,0.04047033],"genre_scores_gemma":[0.7191787,0.01195268,0.07493735,0.001222401,0.0007620546,0.001317578,0.0007716959,0.0004457701,0.1894117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007962872,"threshold_uncertainty_score":0.02663851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504875628049895,"score_gpt":0.2382003283342533,"score_spread":0.2131515720537543,"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."}}