{"id":"W4210919997","doi":"10.52843/cassyni.vdvflb","title":"The GRASP atomic structure code - current status, the CompAS collaboration and hopes for the future","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet; Wenner-Gren Stiftelserna","keywords":"Physics; Radiative transfer; Pauli exclusion principle; Astrophysics; Computational physics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001550373,0.0002707798,0.0002027621,0.00001075948,0.001311905,0.0003633303,0.0004785677,0.00004924883,0.0000910927],"category_scores_gemma":[0.000002552576,0.0001220912,0.0001397174,0.00008817636,0.0001355797,0.00003405874,0.0006370766,0.0006984069,0.000001073626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004630286,"about_ca_system_score_gemma":0.0003712517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000128506,"about_ca_topic_score_gemma":0.0001574415,"domain_scores_codex":[0.9988849,0.000118317,0.0002105521,0.0003209518,0.000203657,0.0002616689],"domain_scores_gemma":[0.9987978,0.0002282883,0.0002341734,0.0005904847,0.0001047907,0.00004449384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000634492,0.0000357759,0.001829122,0.00004051342,0.0005074832,1.050636e-7,0.0016095,0.00219381,0.00004704308,0.7997992,0.08601216,0.1078618],"study_design_scores_gemma":[0.000310316,0.00001208528,0.001046206,0.000007303312,0.0001671137,1.889351e-7,0.004629226,0.005169693,0.0001383103,0.08060598,0.9077065,0.0002070844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5045757,0.05802583,0.3287307,0.05062268,0.01650796,0.01793077,0.02060834,0.0002394344,0.002758513],"genre_scores_gemma":[0.9951293,0.0006944475,0.0001529574,0.0002586211,0.001760048,0.0004713749,0.001003791,0.00004245836,0.00048698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8216943,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008023874608225786,"score_gpt":0.2779883138997272,"score_spread":0.2699644392915014,"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."}}