{"id":"W4400487780","doi":"10.48550/arxiv.2407.06035","title":"Argon in beta Pictoris -- entrapment and release of volatile in disks","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Safety and Security Commission; Swedish National Space Agency; National Aeronautics and Space Administration","keywords":"Entrapment; Argon; BETA (programming language); Chemistry; Astrobiology; Physics; Computer science; Organic chemistry; Medicine","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":[0.00006776367,0.0001738986,0.0002310204,0.0003624494,0.00001941074,0.00001472797,0.0001161469,0.0001717765,0.00004768263],"category_scores_gemma":[0.000007842757,0.000208866,0.00007354994,0.0002960861,0.00002945757,0.00008482484,0.0001573332,0.0005235178,0.00001391651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566106,"about_ca_system_score_gemma":0.00003728903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006819929,"about_ca_topic_score_gemma":0.0008957268,"domain_scores_codex":[0.9992401,0.00002998451,0.0002099963,0.0003220206,0.0000404877,0.0001573863],"domain_scores_gemma":[0.999578,0.00005924556,0.00003957744,0.0002360781,0.00002249273,0.0000646218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003149317,0.00008022438,0.09569865,0.0004176936,0.00007597739,0.0001291523,0.001241243,0.8989319,0.0002899177,0.002628683,0.0002931666,0.0001818571],"study_design_scores_gemma":[0.0006526153,0.00004669926,0.08465215,0.00093575,0.0001357754,0.000002938597,0.0009027196,0.8962533,0.001660627,0.01221518,0.001937786,0.0006044765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957901,0.0004070862,0.001001825,0.00001393502,0.0006220752,0.0001580268,0.00003320316,0.00008321777,0.001890552],"genre_scores_gemma":[0.9978625,0.00145225,0.00003532921,0.000001642304,0.00002493273,0.000001093082,0.00001278237,0.00002007667,0.0005894617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110465,"threshold_uncertainty_score":0.8517309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102944352556847,"score_gpt":0.1697666586593466,"score_spread":0.1387372151337782,"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."}}