{"id":"W2963003286","doi":"10.1063/1.5081676","title":"Investigation of electron beam effects on <i>L</i>-shell Mo plasma produced by a compact LC generator using pattern recognition","year":2019,"lang":"en","type":"article","venue":"Matter and Radiation at Extremes","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Spectral line; Plasma; Principal component analysis; Atomic physics; Polarization (electrochemistry); Electron temperature; Chemistry; Physics; Computational physics; Artificial intelligence; 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":[0.0001204339,0.0002174797,0.000160416,0.0001789831,0.0001403624,0.0002149416,0.0002216225,0.0002158407,0.0008650449],"category_scores_gemma":[0.00031264,0.0001099433,0.0001437181,0.0001852231,0.0001897923,0.0002324613,0.0001706297,0.0001852415,0.0001496271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186066,"about_ca_system_score_gemma":0.00009285125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003993094,"about_ca_topic_score_gemma":0.0005683976,"domain_scores_codex":[0.9999391,0.000006752822,0.00000212738,0.00001418506,0.00002930885,0.00000855393],"domain_scores_gemma":[0.9998643,0.00005111523,0.00003092087,0.00001554496,0.00003115131,0.000006969783],"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":[0.0004111766,0.00003163638,0.005427164,0.0001384344,0.00002335294,0.0002380278,0.0001426364,0.004868538,0.9595447,0.0002769853,0.0002457322,0.02865161],"study_design_scores_gemma":[0.00001431137,0.0003308117,0.02891444,0.000008865003,0.00002492666,0.0002607467,0.0001256516,0.05523796,0.9133741,0.0001921786,0.001501323,0.00001474829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775848,0.0002740943,0.01977598,0.00007292572,0.00001512011,0.00002787793,0.0001175637,0.0003267612,0.001804871],"genre_scores_gemma":[0.9947136,0.0001045011,0.004427866,0.00001911834,0.000003526757,0.00001059321,0.00006677999,0.00003677145,0.0006171633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008650449,"threshold_uncertainty_score":0.002893865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106189389431439,"score_gpt":0.1998622565240872,"score_spread":0.1892433175809433,"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."}}