{"id":"W1569600730","doi":"","title":"Electron impact excitation studies of unstable atomic species","year":2003,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excitation; Atomic physics; Physics; Chemistry; Quantum mechanics","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":[0.0002941171,0.0001987187,0.000396863,0.0001261914,0.000240626,0.00001050967,0.0002402619,0.00006673348,0.0004462067],"category_scores_gemma":[0.0000213763,0.0002248625,0.0002997022,0.0003377848,0.0002193941,0.000431638,0.00008255279,0.000208961,0.00004222213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317683,"about_ca_system_score_gemma":0.0001711934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007975184,"about_ca_topic_score_gemma":0.00001447648,"domain_scores_codex":[0.9988313,0.0001501027,0.0001794631,0.000265551,0.0002545849,0.0003189531],"domain_scores_gemma":[0.9990172,0.00007291188,0.0002928378,0.0003072426,0.0002182255,0.00009156771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003142558,0.0004371309,0.6193377,0.000112029,0.001563438,0.000008046423,0.005935089,0.0003002823,0.2451208,0.1248589,0.00109205,0.0009202504],"study_design_scores_gemma":[0.006607583,0.00061306,0.4173682,0.0002439967,0.0007278041,0.000006656966,0.03022628,0.00008018503,0.4454109,0.09035276,0.007033051,0.001329527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891002,0.0002538693,0.001402562,0.0000326868,0.00006128069,0.0001587296,0.00004543818,0.00001695812,0.008928305],"genre_scores_gemma":[0.9967892,0.00002086659,0.0005343693,0.000008480601,0.00003153718,3.205215e-7,0.0000356426,0.00001822305,0.002561338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019695,"threshold_uncertainty_score":0.9169627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243450411670126,"score_gpt":0.2621137785496964,"score_spread":0.2396792744329951,"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."}}