{"id":"W7056913958","doi":"","title":"High energetic and highly stable pulses from a Ho:YLF regenerative amplifier","year":2016,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Amplifier; Instability; Pulse (music); Crystal (programming language); Regenerative amplification; Repetition (rhetorical device); Point (geometry)","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":[0.0005288956,0.0003526833,0.0003584648,0.0003689181,0.0006344102,0.000439616,0.0006392533,0.0006320017,0.003373693],"category_scores_gemma":[0.000793939,0.0001976667,0.0001909413,0.0004400646,0.0007276103,0.0005593899,0.000543693,0.0007452566,0.0008614681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005306301,"about_ca_system_score_gemma":0.0002999044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008373165,"about_ca_topic_score_gemma":0.001037729,"domain_scores_codex":[0.999388,0.0000546763,0.00002408814,0.0001142535,0.000260206,0.0001588123],"domain_scores_gemma":[0.9990785,0.0003455435,0.0001803549,0.00009236053,0.0001881913,0.0001150636],"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":[0.0001479503,0.00001518779,0.0005459636,0.00003915371,0.00000959127,0.00009111971,0.0001538023,0.000183641,0.9961772,0.0001884855,0.0001030307,0.002344883],"study_design_scores_gemma":[0.00001226357,0.0002232202,0.00365254,0.000005279601,0.00001213541,0.000144348,0.00004764223,0.001917162,0.9927242,0.00009763867,0.001144793,0.00001872074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918588,0.0002450588,0.005247332,0.0001696447,0.00001415189,0.00002245738,0.0002046391,0.0001805774,0.002057378],"genre_scores_gemma":[0.9927047,0.0001112799,0.004768887,0.00003251417,0.00001522219,0.0000254639,0.0001514612,0.00007722628,0.002113182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003373693,"threshold_uncertainty_score":0.01128608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00634276978309174,"score_gpt":0.1832241988883017,"score_spread":0.17688142910521,"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."}}