{"id":"W6967706384","doi":"10.5281/zenodo.10209434","title":"Ionization cross section and plasma density effects","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ionization; Cross section (physics); Plasma; Electron density; Electron ionization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005009195,0.0003820893,0.0002351879,0.0005850847,0.0004786719,0.0004803514,0.0003643067,0.0002906556,0.01795132],"category_scores_gemma":[0.0007648221,0.000323176,0.00021329,0.0004050863,0.0003078129,0.0004166561,0.0007280255,0.0002679676,0.001253898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405926,"about_ca_system_score_gemma":0.0002225366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024681,"about_ca_topic_score_gemma":0.001697978,"domain_scores_codex":[0.9998888,0.00001637768,0.000002120706,0.00002702202,0.00003550121,0.00003008957],"domain_scores_gemma":[0.9996861,0.0001894304,0.00002856576,0.00001912206,0.00004638281,0.00003040009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003335522,0.0003059399,0.0361732,0.0008544474,0.0003828349,0.002110272,0.0007552679,0.08735158,0.7231699,0.07677355,0.01585115,0.05293624],"study_design_scores_gemma":[0.0003106423,0.0008289575,0.1331084,0.00008867419,0.0005214782,0.002517243,0.0003319946,0.1795281,0.6109783,0.03825789,0.03334753,0.000180737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518651,0.01026928,0.02114104,0.001340907,0.0002790341,0.00009393715,0.001587975,0.0006666649,0.1127561],"genre_scores_gemma":[0.9838217,0.001094467,0.0006204252,0.00006287589,0.0000342565,0.00001087234,0.0002699889,0.00007971447,0.01400563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01795132,"threshold_uncertainty_score":0.06005323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01376988564361133,"score_gpt":0.2374321802314415,"score_spread":0.2236622945878302,"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."}}