{"id":"W2979859184","doi":"","title":"Quantum-dot saturable absorber and Kerr lens mode-locked Yb:KGW laser with >300 kW of peak power","year":2015,"lang":"en","type":"article","venue":"Aston Publications Explorer (Aston University)","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Saturable absorption; Mode-locking; Materials science; Optics; Lens (geology); Laser; Kerr effect; Optoelectronics; Power (physics); Mode (computer interface); Quantum dot; Physics; Fiber laser; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009130006,0.000261766,0.0002811202,0.0008736961,0.0001084355,0.0000485987,0.0004517949,0.0001528597,0.00005632035],"category_scores_gemma":[0.00005055343,0.000266081,0.00005015636,0.001280249,0.000269255,0.001177916,0.0001537292,0.0002685396,0.00004300914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908563,"about_ca_system_score_gemma":0.00008767635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007459528,"about_ca_topic_score_gemma":0.00009336962,"domain_scores_codex":[0.9987735,0.00002944464,0.0002030997,0.0003581877,0.0002605091,0.0003752888],"domain_scores_gemma":[0.9986008,0.00005356695,0.00009222608,0.0007364451,0.0003474358,0.0001695327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001499462,0.001871165,0.04563028,0.0005253594,0.002501189,0.0002083698,0.0321556,0.1284936,0.03217026,0.5031516,0.2400199,0.01177324],"study_design_scores_gemma":[0.005808172,0.0009791456,0.01833911,0.0001628926,0.0003099587,0.00008865754,0.04310917,0.01614662,0.03480959,0.002081424,0.8760779,0.002087385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694998,0.00009828671,0.002331047,0.001024844,0.00009957921,0.0002849898,0.00006006856,0.001172274,0.02542916],"genre_scores_gemma":[0.9957575,0.00009707833,0.002282312,0.00002224807,0.00001054388,0.00001011088,0.00005177283,0.00005312875,0.001715346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.636058,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420511526492338,"score_gpt":0.201070447215985,"score_spread":0.1768653319510616,"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."}}