{"id":"W4403684780","doi":"10.3390/molecules29215012","title":"Adsorption and Permeation Events in Molecular Diffusion","year":2024,"lang":"en","type":"article","venue":"Molecules","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Alexander von Humboldt-Stiftung","keywords":"Permeation; Adsorption; Diffusion; Chemical physics; Membrane; Molecule; Materials science; Chemistry; Thermodynamics; Statistical physics; Chemical engineering; Physical chemistry; Physics; Organic chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882738,0.0002570425,0.0007521606,0.001048503,0.0006523849,0.001450701,0.000727947,0.0009087814,0.001232765],"category_scores_gemma":[0.01074243,0.0003405422,0.0005008522,0.0007439133,0.001752302,0.003973136,0.0008330657,0.0008026735,0.000229545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114665,"about_ca_system_score_gemma":0.0004652455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000995744,"about_ca_topic_score_gemma":0.0005229271,"domain_scores_codex":[0.9992732,0.0001880599,0.00005492028,0.0001559238,0.0002062251,0.0001216953],"domain_scores_gemma":[0.9936103,0.004462987,0.000754563,0.0003298442,0.0004627201,0.0003794935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006400987,0.0001348574,0.0155965,0.0003417451,0.00009395825,0.0006026392,0.0007769268,0.2149797,0.04305115,0.6971494,0.001076175,0.02555671],"study_design_scores_gemma":[0.00002770082,0.0001632737,0.006793887,0.00003342383,0.00002747815,0.0005946119,0.0001983522,0.7880334,0.01386286,0.1887047,0.001472861,0.0000874619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887719,0.001522881,0.1058844,0.0006420996,0.00003815883,0.00003150144,0.0001500188,0.0001725288,0.003839433],"genre_scores_gemma":[0.9938073,0.0005900695,0.004278689,0.00005182473,0.00004747321,0.00002869429,0.0001130514,0.00003841998,0.001044424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001882738,"threshold_uncertainty_score":0.009956956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005467380468779606,"score_gpt":0.2522951096456413,"score_spread":0.2468277291768617,"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."}}