{"id":"W2144640307","doi":"10.1364/ofc.2009.own2","title":"Flat-Top Pulse Generation Using 3-dB Abrupt Taper Interferometeric Pulse Shaper","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Citation; Pulse (music); Publishing; Optical fiber; Computer science; Telecommunications; Optoelectronics; Optics; World Wide Web; Physics; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004577958,0.000210327,0.0001919318,0.0001065358,0.0001085894,0.0000828966,0.0001954747,0.00007061207,0.002073978],"category_scores_gemma":[0.000004969246,0.0001832354,0.0000678344,0.0002226954,0.00003909341,0.0004654796,0.00007072764,0.0001818246,0.0001054741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670005,"about_ca_system_score_gemma":0.00001713453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005883411,"about_ca_topic_score_gemma":0.000002741093,"domain_scores_codex":[0.9989847,0.00001599663,0.0002414698,0.0003293089,0.0001127364,0.000315777],"domain_scores_gemma":[0.9994719,0.00001258851,0.0000675985,0.0003542403,0.00004309199,0.00005058419],"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":[0.00001334156,0.0001102177,0.001690383,0.00000274801,0.00004415691,0.000004308213,0.0001243297,0.0008382162,0.7189083,0.01363683,0.0007605246,0.2638666],"study_design_scores_gemma":[0.001886956,0.0005854449,0.005360033,0.00005542873,0.0001332049,0.00001720583,0.000904762,0.1013126,0.845511,0.03003848,0.01224173,0.001953139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853287,0.00004335582,0.1369466,0.0003001396,0.0001378783,0.0001724618,0.00001352485,0.0002376074,0.008861368],"genre_scores_gemma":[0.9727303,0.000002169697,0.02580137,0.0002526379,0.0002579095,0.000009198573,0.00006377591,0.00001969598,0.0008629034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2619135,"threshold_uncertainty_score":0.9988382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767980422072586,"score_gpt":0.2813084183111242,"score_spread":0.2536286140903984,"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."}}