{"id":"W3034686241","doi":"10.1088/1742-6596/1412/21/212005","title":"Screened independent atom model calculations for electron emission from biologically relevant molecules by proton impact","year":2020,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Biomolecule; Parametrization (atmospheric modeling); Ionization; Proton; Atom (system on chip); Scaling; Simple (philosophy); Electron; Molecule; Atomic physics; Cross section (physics); Physics; Chemistry; Computational chemistry; Nuclear physics; Mathematics; Ion; Quantum mechanics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006583645,0.0008224878,0.0009919448,0.0008417876,0.000870064,0.0008131384,0.001743615,0.001050063,0.006651225],"category_scores_gemma":[0.001250243,0.0003677336,0.0008457961,0.0009800596,0.0006571687,0.000623454,0.0006679498,0.0006851282,0.0005490737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687767,"about_ca_system_score_gemma":0.001097772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007380085,"about_ca_topic_score_gemma":0.005653388,"domain_scores_codex":[0.9997573,0.00006089506,0.000004465683,0.000009023249,0.0001113613,0.00005705013],"domain_scores_gemma":[0.9993001,0.0004177034,0.00004058782,0.0000459904,0.0001291109,0.00006647016],"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":[0.0001657281,0.00004963437,0.0006606636,0.0001596431,0.00004183497,0.0004859522,0.00007521619,0.9287589,0.003844254,0.05960606,0.00223559,0.003916489],"study_design_scores_gemma":[0.00005651082,0.00004111611,0.0004121368,0.00001234035,0.00001893376,0.00002887573,0.00002909647,0.9868926,0.00115625,0.01050117,0.0008382723,0.00001268921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6374789,0.001728408,0.2023268,0.001504435,0.0003062359,0.0003537098,0.001727068,0.001458085,0.1531164],"genre_scores_gemma":[0.969084,0.0009640338,0.01183311,0.0002507356,0.00005469426,0.0004560227,0.0004899927,0.0002400661,0.01662729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007380085,"threshold_uncertainty_score":0.02225053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512639878054745,"score_gpt":0.2817739890838857,"score_spread":0.2566475903033382,"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."}}