{"id":"W4407987452","doi":"10.1002/smll.202500544","title":"Uncovering the Dynamic CO<sub>2</sub> Gas Uptake Behavior of CALF‐20 (Zn) under Varying Conditions via Positronium Lifetime Analysis","year":2025,"lang":"en","type":"article","venue":"Small","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helmholtz-Zentrum Dresden-Rossendorf; Deutsche Forschungsgemeinschaft","keywords":"Positronium; Materials science; Chemical physics; Chemistry; Chemical engineering; Physics; Nuclear physics; Positron","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006098296,0.0001366874,0.0001859475,0.0002037983,0.0001902123,0.0000422374,0.0001656,0.00006577042,0.0001409717],"category_scores_gemma":[0.000002764649,0.0001224291,0.0001990505,0.0005634733,0.00004289905,0.00005274725,0.00002600429,0.0002034785,0.00004121887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000884589,"about_ca_system_score_gemma":0.00002588919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008528063,"about_ca_topic_score_gemma":0.0004864379,"domain_scores_codex":[0.9992685,0.00001898339,0.0002880496,0.0001519795,0.00007895965,0.0001935454],"domain_scores_gemma":[0.9994407,0.00008301059,0.00004523688,0.000334054,0.0000481571,0.00004879924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008569378,0.0001262423,0.001586681,0.00004952712,0.001047698,0.00000175146,0.0001552906,0.2822345,0.7089185,0.002863679,0.0005985095,0.002408981],"study_design_scores_gemma":[0.001227764,0.0000863821,0.1503879,0.0001937872,0.007050353,0.00002840315,0.0007404314,0.4430895,0.3786467,0.002229082,0.01518253,0.001137171],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009712,0.0001479403,0.09181613,0.0002607568,0.0001958117,0.0002164009,0.0001624455,0.0001243049,0.006104985],"genre_scores_gemma":[0.999009,0.00004538816,0.0001983752,0.00008074979,0.00002323716,0.0001332933,0.0001603035,0.00001651057,0.0003331245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3302718,"threshold_uncertainty_score":0.4992512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006870842364939805,"score_gpt":0.2480026067969117,"score_spread":0.2411317644319719,"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."}}