{"id":"W3134224933","doi":"10.1117/12.2578883","title":"Efficient multi-watt CW Yb:CaF2 laser","year":2021,"lang":"en","type":"article","venue":"","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Watt; Laser; Materials science; Diode; Optoelectronics; Slope efficiency; Continuous wave; Power (physics); Wavelength; Optical pumping; Optics; Ytterbium; Semiconductor laser theory; Laser pumping; Diode-pumped solid-state laser; Laser power scaling; Tunable laser; Fiber laser; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816106,0.0003920887,0.0004479256,0.0003204342,0.0002977049,0.0004007209,0.0003717682,0.0003843331,0.002240074],"category_scores_gemma":[0.0001593199,0.0002532474,0.0001659258,0.0003893593,0.0003509285,0.0004789921,0.0004236099,0.0003292515,0.0005520191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895005,"about_ca_system_score_gemma":0.0002253753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395794,"about_ca_topic_score_gemma":0.0008045419,"domain_scores_codex":[0.9997763,0.000008355748,0.000008216122,0.00007562267,0.00008504262,0.00004645056],"domain_scores_gemma":[0.9998657,0.00002523628,0.00003345934,0.00001754309,0.00003784973,0.00002018974],"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":[0.00003795899,0.000007721727,0.0002145484,0.00001689584,0.000003896676,0.00004781217,0.00001477718,0.00009613691,0.9973224,0.00009579791,0.00008796286,0.00205411],"study_design_scores_gemma":[0.00001564462,0.0001030283,0.003217099,0.000004922638,0.00001038176,0.000443033,0.00001731708,0.002286954,0.9913614,0.00007548657,0.002452305,0.00001249853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751703,0.0008047732,0.01939216,0.0001215655,0.00003906788,0.00002924922,0.0002945913,0.0004909052,0.003657483],"genre_scores_gemma":[0.9799627,0.0002534483,0.01583918,0.00002434901,0.00002130111,0.00003092904,0.00009812268,0.00005112913,0.003718949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002240074,"threshold_uncertainty_score":0.007493734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504035525827149,"score_gpt":0.2210341416666414,"score_spread":0.2059937864083699,"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."}}