{"id":"W4236350438","doi":"10.1364/ol.392843","title":"10.4  kW coherently combined ultrafast fiber laser","year":2020,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":315,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"European Research Council; Fraunhofer-Gesellschaft","keywords":"Optics; Fiber laser; Materials science; Ultrashort pulse; Laser; Optical fiber; Physics","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":["insufficient_payload"],"category_scores_codex":[0.00002865544,0.0001809792,0.0001738157,0.00002309092,0.00003592385,0.00005422238,0.0001722766,0.00006017008,0.001963111],"category_scores_gemma":[0.00001172636,0.0001870881,0.00007308015,0.0001401593,0.00004244821,0.0000799569,0.00003481399,0.0002050106,0.00182217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003309809,"about_ca_system_score_gemma":0.000006604098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.584265e-7,"about_ca_topic_score_gemma":6.43129e-7,"domain_scores_codex":[0.9992002,0.00000729529,0.0001857644,0.0001630652,0.0001526132,0.0002910319],"domain_scores_gemma":[0.9995768,0.0000330058,0.00002011602,0.0001800935,0.00001735858,0.0001726212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001699983,0.0001224169,0.0001331345,0.0004773327,0.0004638665,0.0002776786,0.001938549,0.2771995,0.4063931,0.0002024744,0.3098726,0.002749277],"study_design_scores_gemma":[0.002766862,0.000327065,0.0002233037,0.00006123366,0.0001322297,0.00002092737,0.0001331105,0.1949323,0.0566324,0.00004535562,0.7433186,0.001406644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444146,0.0000357122,0.0009197778,0.005001617,0.0003150444,0.0002649568,0.00007098766,0.000721837,0.04825543],"genre_scores_gemma":[0.9919227,0.00001840576,0.00204375,0.003481985,0.0002546308,0.00001773332,0.00007082277,0.00009639889,0.002093575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.433446,"threshold_uncertainty_score":0.998955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009811113613747804,"score_gpt":0.1720253439363902,"score_spread":0.1622142303226423,"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."}}