{"id":"W2050187652","doi":"10.1088/1742-6596/388/4/042013","title":"C-R Model for Ar plasmas using reliable excitation cross-sections","year":2012,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Excited state; Atomic physics; Excitation; Radiative transfer; Plasma; Population; Physics; Electron; Atom (system on chip); Nuclear physics; Optics","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":[0.0001416768,0.0001205645,0.0001809122,0.00004662914,0.0001332078,0.00009335542,0.00009074691,0.00006779179,0.00001162266],"category_scores_gemma":[0.00002575842,0.0001151831,0.00008853075,0.00009659986,0.00003422674,0.001767586,0.000007902448,0.0001966715,0.000004916079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007108578,"about_ca_system_score_gemma":0.00009140288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002432313,"about_ca_topic_score_gemma":0.000006458054,"domain_scores_codex":[0.999301,0.000007796659,0.000264226,0.0000539932,0.0001302129,0.0002427522],"domain_scores_gemma":[0.9994103,0.0000437643,0.0001261027,0.00008590402,0.0002487122,0.00008518208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006595741,0.00004933593,0.0005252858,0.00009120421,0.00007250869,5.948842e-7,0.001967113,0.7556173,0.2087063,0.03215761,0.0002885399,0.0004582034],"study_design_scores_gemma":[0.0002815216,0.00007494273,0.0002372078,0.00004940084,0.00004287233,0.00002643774,0.0002035776,0.3704083,0.6049523,0.02313215,0.0004272245,0.0001640463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6319088,0.00003131559,0.3668624,0.00001384761,0.0006376978,0.00005016926,0.00001715208,0.00002438022,0.0004542751],"genre_scores_gemma":[0.9794109,0.00003447943,0.01979672,0.000008952631,0.0005331949,0.000003946849,0.00000421527,0.00002202725,0.000185513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.396246,"threshold_uncertainty_score":0.4697028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0748205759011323,"score_gpt":0.3012485218774947,"score_spread":0.2264279459763624,"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."}}