{"id":"W4402350272","doi":"10.1029/2024gl110986","title":"Quantum Calculation of the Vibrational Excitation of Nitrogen Molecules by Fast Ions: Can It Contribute to STEVE Formation?","year":2024,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Space Agency","keywords":"Excitation; Ion; Quantum; Molecule; Nitrogen; Atomic physics; Physics; Chemical physics; Quantum mechanics","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":[0.0001931364,0.00009962435,0.0001394547,0.00007172489,0.0001128271,0.00004606217,0.000197538,0.00002310245,0.00001679593],"category_scores_gemma":[0.00003241464,0.00007831973,0.0001418773,0.0004894927,0.0001347329,0.0001478898,0.00009628046,0.0002032599,0.00002710991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005392927,"about_ca_system_score_gemma":0.0001352058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003786375,"about_ca_topic_score_gemma":0.000003949822,"domain_scores_codex":[0.9984846,0.0001728527,0.0002481197,0.0001817816,0.0006594646,0.0002531673],"domain_scores_gemma":[0.9992327,0.0002153149,0.00005782457,0.0001989866,0.000221637,0.00007352699],"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":[0.00003597905,0.00009150897,0.0002491785,0.00005474368,0.0001188161,6.998436e-7,0.001254363,0.0006945592,0.8045796,0.1613673,0.02850618,0.003047074],"study_design_scores_gemma":[0.001177976,0.0002588472,0.007703508,0.0005186063,0.0001102515,9.117327e-7,0.002180995,0.1235972,0.7267439,0.1306345,0.006481723,0.0005915887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7494297,0.00002180306,0.2412625,0.008264598,0.00005688291,0.0004252909,0.0003518978,0.000009590599,0.0001777888],"genre_scores_gemma":[0.999105,6.726936e-7,0.0001669075,0.0002478061,0.0001289555,0.00006122274,0.0002266197,0.00001364825,0.00004919998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496753,"threshold_uncertainty_score":0.3193786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769067231208513,"score_gpt":0.3077842752379766,"score_spread":0.2900936029258915,"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."}}