{"id":"W2044213481","doi":"10.1088/1742-6596/112/2/022041","title":"Optimization of some laser and target features for laser-plasma interaction in the context of fusion","year":2008,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Eli Lilly and Company","keywords":"Laser; Plasma; Fusion; Context (archaeology); Laser beams; Inertial confinement fusion; Optics; Coupling (piping); Materials science; Physics; Nuclear physics; Geology; Composite material","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":[0.0001024743,0.0001012362,0.0002458582,0.000059439,0.0000689087,0.00002532336,0.0001019873,0.00002922134,0.00006845375],"category_scores_gemma":[0.00003841993,0.0000716503,0.00008793911,0.00008451466,0.00009535445,0.0006943092,0.00001884094,0.0001523911,6.614621e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009213366,"about_ca_system_score_gemma":0.00008568088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007708729,"about_ca_topic_score_gemma":0.00001443439,"domain_scores_codex":[0.9993048,0.00004195986,0.0003608125,0.00007138035,0.0001330674,0.00008801099],"domain_scores_gemma":[0.9986326,0.0003030016,0.0005341806,0.00008646087,0.000418286,0.00002545451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00579266,0.005794731,0.07733484,0.000727231,0.0009552172,0.00003078159,0.0419896,0.3081908,0.03410013,0.4113855,0.01665745,0.09704106],"study_design_scores_gemma":[0.002426774,0.001199414,0.004382099,0.0003971775,0.000107013,0.00004708472,0.01798586,0.004957076,0.9482789,0.01786066,0.002110888,0.0002470363],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817302,0.00001161259,0.01681721,0.0003434672,0.0002700008,0.0001674671,0.00009774897,0.00000210716,0.00056022],"genre_scores_gemma":[0.9974799,0.00007821537,0.002139699,0.00002242289,0.0001647766,0.00000625939,0.00002268662,0.000006851981,0.0000792584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9141788,"threshold_uncertainty_score":0.2921814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778418132698348,"score_gpt":0.254307246739462,"score_spread":0.2365230654124785,"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."}}