{"id":"W1978168911","doi":"10.1007/s10946-011-9202-6","title":"Ultrashort-laser-pulse absorption with spatial dispersion and nonlocal transport effects","year":2011,"lang":"en","type":"article","venue":"Journal of Russian Laser Research","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Plasma; Electron; Electron temperature; Atomic physics; Absorption (acoustics); Heat flux; Materials science; Laser; Dissipative system; Pulse (music); Dispersion (optics); Physics; Heat transfer; Optics; Mechanics; Thermodynamics","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":[0.0007584846,0.0001844594,0.0002801888,0.0003293784,0.000125962,0.00003992905,0.0001941425,0.0001458764,0.0002557294],"category_scores_gemma":[0.00002061925,0.0001314209,0.0000755293,0.0002765058,0.0001260573,0.0003852025,0.00001322913,0.001000129,0.00003624174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009585589,"about_ca_system_score_gemma":0.00007624616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100395,"about_ca_topic_score_gemma":0.0002574096,"domain_scores_codex":[0.9982712,0.0001122209,0.0003099348,0.0001667134,0.0006797356,0.0004601842],"domain_scores_gemma":[0.9991958,0.0001109383,0.00005324928,0.0001789466,0.00008372385,0.0003773791],"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":[0.02198513,0.003564292,0.2183102,0.00506582,0.00247371,0.02297445,0.01984048,0.007491931,0.5214002,0.002235514,0.007806028,0.1668523],"study_design_scores_gemma":[0.003275288,0.003631617,0.1798901,0.0007383372,0.0001154875,0.0007707076,0.0002671774,0.006579642,0.8024728,0.0002930892,0.001461506,0.0005042804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914033,0.00006596607,0.003190847,0.00009953472,0.0002003185,0.0001913037,0.000008426413,0.0000336304,0.004806635],"genre_scores_gemma":[0.9983827,0.0002554379,0.0009571735,0.00001260158,0.0002416408,0.000004989538,0.000004626845,0.00004116127,0.00009960737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810726,"threshold_uncertainty_score":0.535919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385885699992877,"score_gpt":0.2626007782039299,"score_spread":0.2387419212040011,"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."}}