{"id":"W4229685085","doi":"10.1063/1.4919614.6","title":"10.1063/1.4919614.6","year":2015,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Hydro-Québec","funders":"","keywords":"Physics; Pulse (music); Brillouin scattering; Amplitude; Computational physics; Plasma; Raman amplification; Scattering; Laser; Optics; Raman scattering; Atomic physics; Quantum mechanics; Raman spectroscopy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008816813,0.0006051942,0.0005639055,0.0001869801,0.0001316593,0.0008680257,0.0005543173,0.0002372843,0.02519971],"category_scores_gemma":[0.0001252579,0.0005530261,0.0003570718,0.0002570461,0.00008642269,0.0006404349,0.0002859068,0.0005937301,0.07580919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058238,"about_ca_system_score_gemma":0.0001894409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000993287,"about_ca_topic_score_gemma":0.00005691814,"domain_scores_codex":[0.9978097,0.00002923565,0.0005175265,0.0006023076,0.0004854373,0.000555796],"domain_scores_gemma":[0.9979137,0.0003318346,0.0003085299,0.0008738677,0.0002317002,0.0003403401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003598725,0.000541625,0.00006575094,0.00002985638,0.0001674881,0.00003776473,0.000006978579,0.00001788496,4.470847e-7,0.0001138922,0.9942098,0.004772517],"study_design_scores_gemma":[0.000499365,0.0002318577,0.000009844223,0.00009556155,0.0001183907,0.0000113885,0.0000733651,0.00002229237,0.00002386804,0.001010426,0.9972467,0.0006569392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001028803,0.00002221725,0.00006026033,0.00001479684,0.0008326931,0.0002683752,0.883006,0.00006624775,0.1156266],"genre_scores_gemma":[0.003871373,0.000003814991,0.00002658524,0.00004705426,0.001389083,0.0001036927,0.9754385,0.00006044103,0.01905945],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09656709,"threshold_uncertainty_score":0.9996921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176052138869434,"score_gpt":0.2569100051285766,"score_spread":0.2451494837398823,"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."}}