{"id":"W1573468029","doi":"","title":"1 W 980 nm Pump Modules with Very High Efficiency","year":2002,"lang":"en","type":"article","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Materials science; Diode; Optoelectronics; Power (physics); Energy conversion efficiency; Laser; Slope efficiency; Fiber laser; Process (computing); Optics; Electrical engineering; Computer science; Engineering; Physics; Wavelength","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":[0.0003215542,0.0005202434,0.0004684681,0.0004430495,0.0001930366,0.00039957,0.0007210864,0.0005154649,0.003850718],"category_scores_gemma":[0.0002904193,0.0003897972,0.0003136209,0.0003961486,0.0002401174,0.0005853921,0.0003958706,0.0004815185,0.002535789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262089,"about_ca_system_score_gemma":0.0001632368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001451404,"about_ca_topic_score_gemma":0.0001741382,"domain_scores_codex":[0.9997509,0.00001679915,0.000008998941,0.00003816157,0.0001450128,0.00004004809],"domain_scores_gemma":[0.9997752,0.00002773771,0.00005413479,0.00003386383,0.00008025776,0.00002884841],"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":[0.0000594287,0.00003563289,0.0003465043,0.00003958945,0.00001252114,0.00002546335,0.00001897076,0.0001097263,0.9938958,0.0003943204,0.000427672,0.004634257],"study_design_scores_gemma":[0.00003297871,0.0001611955,0.003224665,0.000005183261,0.00002403702,0.0002021815,0.000006104637,0.001347982,0.9890006,0.0001093084,0.005875531,0.00001016733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513816,0.0005398415,0.03825953,0.0001541831,0.000044634,0.00008097526,0.0008769691,0.002007867,0.006654421],"genre_scores_gemma":[0.9457099,0.0005690852,0.03854476,0.0001325022,0.00005202905,0.0001639541,0.00125656,0.0004075133,0.01316364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003850718,"threshold_uncertainty_score":0.01288199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009234672903126632,"score_gpt":0.1665959967372291,"score_spread":0.1573613238341025,"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."}}