{"id":"W1982338563","doi":"10.1063/1.1688985","title":"Dependence of hard x-ray yield on laser pulse parameters in the wavelength-cubed regime","year":2004,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Massachusetts Life Sciences Center; Michigan Economic Development Corporation; National Science Foundation","keywords":"Scaling; Wavelength; Laser; Coherence (philosophical gambling strategy); Energy conversion efficiency; Optics; Scaling law; Pulse (music); Pulse duration; Electron; Yield (engineering); Materials science; Atomic physics; Coherence length; Laser power scaling; Exponential function; Physics; Condensed matter physics; Optoelectronics; Nuclear physics; Quantum mechanics","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":[0.0004808344,0.0005087689,0.0003240102,0.000307736,0.0002567857,0.0005612029,0.0003739482,0.000366974,0.00278267],"category_scores_gemma":[0.003156296,0.0004078337,0.0001619957,0.000509617,0.0004713557,0.0006774566,0.0005074392,0.0006099764,0.0005801462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004203488,"about_ca_system_score_gemma":0.0002763934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005502586,"about_ca_topic_score_gemma":0.0008196583,"domain_scores_codex":[0.9997059,0.00003889368,0.00002308646,0.00006530694,0.0001199122,0.0000468752],"domain_scores_gemma":[0.9957176,0.003056702,0.0003658513,0.0003875448,0.000357009,0.0001152926],"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":[0.0005381872,0.00007380238,0.003933431,0.0001241491,0.00004848745,0.0001707888,0.0001471598,0.006264441,0.9794139,0.0006612146,0.000113173,0.008511181],"study_design_scores_gemma":[0.000009464409,0.0002193243,0.005959076,0.000005708028,0.00000905004,0.0001220552,0.00003382732,0.006630281,0.986521,0.0001726193,0.0003038744,0.00001379993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892663,0.0006843469,0.00553977,0.00007110537,0.000008347255,0.00003669942,0.0003400228,0.0002100884,0.003843346],"genre_scores_gemma":[0.9958766,0.0004495066,0.002129994,0.00002751126,0.000003955273,0.00004737457,0.0002383358,0.0001055365,0.001121243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00278267,"threshold_uncertainty_score":0.009308994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637870743740491,"score_gpt":0.2279860931986201,"score_spread":0.2116073857612152,"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."}}