{"id":"W4412803501","doi":"10.1109/pn66844.2025.11097168","title":"Comparative Study of High-Power and High-Efficiency Diode-Pumped Nd:GdVo<sub>4</sub>Lasers","year":2025,"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; Diode; Optoelectronics; Materials science; Power (physics); Semiconductor laser theory; Diode-pumped solid-state laser; Tunable laser; Optics; 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":[0.0004046759,0.000307614,0.000318869,0.0004237861,0.000311195,0.0005088794,0.0005379825,0.0005446279,0.001947233],"category_scores_gemma":[0.0005133215,0.0002581309,0.0003482482,0.0004721608,0.0004840382,0.0007423958,0.0002316862,0.0002545364,0.0004466518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824305,"about_ca_system_score_gemma":0.0002704534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009126245,"about_ca_topic_score_gemma":0.001104275,"domain_scores_codex":[0.9996594,0.00003868015,0.00001678775,0.00007356488,0.000164657,0.00004689483],"domain_scores_gemma":[0.9995263,0.0001938724,0.00006250628,0.00003672029,0.0001381455,0.0000425154],"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":[0.0001853319,0.00002612304,0.0008888941,0.00007941925,0.00002402471,0.00005939163,0.0001172523,0.0002279417,0.9956507,0.0002468841,0.00007203247,0.002422069],"study_design_scores_gemma":[0.00003108151,0.0002942875,0.01185784,0.00001001411,0.00005364998,0.0002182142,0.00009203205,0.002113482,0.9827774,0.0001314666,0.002400018,0.00002064615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935378,0.0008108983,0.003151217,0.00004478985,0.00001025535,0.00001684112,0.000098746,0.00005311344,0.002276233],"genre_scores_gemma":[0.9938407,0.0005388941,0.002753063,0.00002530638,0.00001182929,0.00002172299,0.0001349647,0.00005479973,0.002618682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947233,"threshold_uncertainty_score":0.006514132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00963027370842955,"score_gpt":0.2362382417956175,"score_spread":0.2266079680871879,"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."}}