{"id":"W3058799276","doi":"10.1109/pn50013.2020.9166982","title":"Diode-pumped Yb:CALGO and Yb:KGW lasers","year":2020,"lang":"en","type":"article","venue":"","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Laser; Materials science; Diode; Optics; Anisotropy; Ytterbium; Optoelectronics; Thermal; Semiconductor laser theory; Physics; Meteorology","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":[],"consensus_categories":[],"category_scores_codex":[0.00002049674,0.0001218586,0.0001366407,0.00003423578,0.00002376129,0.00003160728,0.0001293638,0.00007648906,0.00009736869],"category_scores_gemma":[0.000052764,0.0001114088,0.00002348926,0.0001556177,0.00004152715,0.00009003707,0.00006558207,0.0001370199,0.0001146976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001528132,"about_ca_system_score_gemma":0.000003499307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009254289,"about_ca_topic_score_gemma":0.000009585156,"domain_scores_codex":[0.9994622,0.000004539314,0.0001081796,0.0001481036,0.00007700275,0.0001999797],"domain_scores_gemma":[0.9997174,0.00003700143,0.000007750547,0.0001470692,0.000008745697,0.00008200024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001215908,0.00009797286,0.02533049,0.00151394,0.0008920548,0.000714761,0.00830378,0.04192454,0.1673487,0.01636538,0.5078856,0.2295012],"study_design_scores_gemma":[0.001987738,0.0002597737,0.005150363,0.00003986414,0.00006511163,0.00002412982,0.004169137,0.5745776,0.3219798,0.003535793,0.08685771,0.001353045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677795,0.0003430613,0.007301211,0.002911317,0.0001214101,0.0001470811,0.00001230446,0.004917343,0.01646682],"genre_scores_gemma":[0.996474,0.0001365453,0.002881029,0.0003355909,0.00002859301,0.000009142736,0.000003256425,0.0000266966,0.0001051547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.532653,"threshold_uncertainty_score":0.4543121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035301144193069,"score_gpt":0.1552782447639463,"score_spread":0.1449252333220157,"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."}}