{"id":"W2538256930","doi":"10.1364/assl.2016.aw1a.1","title":"Recent Developments in Ultrafast Fiber-based Mid-infrared Lasers","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Garneau; Université Laval","funders":"","keywords":"Fiber laser; Laser; Ultrashort pulse; Soliton; Absorption (acoustics); Materials science; Optics; Infrared; Ultrafast laser spectroscopy; Optical fiber; Optoelectronics; Physics; Nonlinear system","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":[0.001209025,0.000268954,0.0001982963,0.0002386652,0.0002811591,0.0006038673,0.0006698217,0.0006381597,0.00176606],"category_scores_gemma":[0.0008683317,0.0002193634,0.0002413384,0.0003389219,0.0004328681,0.001208942,0.0003990303,0.000657435,0.0005904467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659682,"about_ca_system_score_gemma":0.0003825861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004110744,"about_ca_topic_score_gemma":0.0007875084,"domain_scores_codex":[0.9997645,0.00004518896,0.00001610781,0.00004397078,0.0001085388,0.00002167222],"domain_scores_gemma":[0.9993387,0.0002878557,0.000074959,0.00003951674,0.0002119071,0.00004703438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003743296,0.0002941713,0.00402463,0.005068756,0.00008554703,0.0005180653,0.0007563425,0.02251613,0.4003377,0.06596503,0.003196915,0.4968623],"study_design_scores_gemma":[0.00005475654,0.001505344,0.005038601,0.0008613644,0.0001923356,0.002700621,0.0004248853,0.06960305,0.4139507,0.01559228,0.489924,0.0001519691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.373505,0.2950217,0.2583703,0.005798866,0.0008619989,0.0001456836,0.0002835628,0.00093639,0.06507654],"genre_scores_gemma":[0.4887953,0.2090576,0.2771966,0.001266478,0.001240648,0.000164734,0.0003528729,0.0001618903,0.02176379],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00176606,"threshold_uncertainty_score":0.006393969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258633070442712,"score_gpt":0.239725460937842,"score_spread":0.2271391302334149,"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."}}