{"id":"W3204332320","doi":"10.1140/epjd/s10053-021-00256-8","title":"Positron-impact direct ionization of lithium, sodium and potassium atoms","year":2021,"lang":"en","type":"article","venue":"The European Physical Journal D","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Ionization; Positron; Lithium (medication); Potassium; Sodium; Atomic physics; Physics; Ion; Materials science; Nuclear physics; Electron; Psychology; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751178,0.000127394,0.0001831884,0.00001370103,0.0001607295,0.00007599009,0.000142737,0.000008138863,0.00001398533],"category_scores_gemma":[0.000006715688,0.00008183324,0.000179806,0.0001284637,0.00008368889,0.00009309946,0.0001126471,0.0002478865,0.00002275512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001200196,"about_ca_system_score_gemma":0.00005894124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007522294,"about_ca_topic_score_gemma":4.413811e-8,"domain_scores_codex":[0.9989964,0.0003892086,0.000165225,0.000123953,0.0001588137,0.0001664127],"domain_scores_gemma":[0.9993963,0.00004853858,0.0001532394,0.0001889061,0.0001147719,0.00009819078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001828685,0.001917922,0.01738485,0.00005349445,0.001909227,0.0001758915,0.00748141,0.001343399,0.5060135,0.09662167,0.01612932,0.3507864],"study_design_scores_gemma":[0.007748991,0.0009696507,0.2035117,0.0006385998,0.001902904,0.0004927807,0.003144778,0.007368914,0.42267,0.3295416,0.01950911,0.002500927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8082841,0.0001356997,0.006676918,0.0002338299,0.0001038071,0.0000589795,0.00001931424,0.00001271769,0.1844746],"genre_scores_gemma":[0.9980527,0.000008158708,0.00005962667,0.00004051906,0.001418192,3.497111e-7,0.00001255144,0.00002759873,0.000380325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3482855,"threshold_uncertainty_score":0.3337063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00641927127481933,"score_gpt":0.2342391000584586,"score_spread":0.2278198287836393,"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."}}