{"id":"W2783463141","doi":"10.1109/hpd.2017.8261099","title":"Thermal management characterization of microassembled high power DFB broad area lasers emitting at 975 nm","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Laser; Optoelectronics; Thermal resistance; Characterization (materials science); Diode; Thermal; Fiber laser; Semiconductor laser theory; Doping; Power (physics); Absorption (acoustics); Optics; Nanotechnology; 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":[0.0001490599,0.0002440691,0.0002169752,0.0003510062,0.0002449247,0.0003045967,0.0002737908,0.0002436627,0.0008174388],"category_scores_gemma":[0.0003308484,0.0001465363,0.000155316,0.0002209965,0.0002246225,0.0003203652,0.0001632132,0.0001887539,0.0002591246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803997,"about_ca_system_score_gemma":0.000144117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005050282,"about_ca_topic_score_gemma":0.0008490462,"domain_scores_codex":[0.9997495,0.00001244965,0.0000106573,0.0000766802,0.000118164,0.00003270362],"domain_scores_gemma":[0.9997334,0.00005958747,0.00007672775,0.00003258181,0.00007677072,0.00002089016],"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":[0.00004254684,0.00001531411,0.0003688319,0.00002847913,0.000004495841,0.00003234231,0.000053769,0.0002113498,0.997888,0.00002440036,0.00002415428,0.001306197],"study_design_scores_gemma":[0.000004936089,0.0001850802,0.009405916,0.000004158697,0.00001612154,0.00008959716,0.00004748759,0.002349369,0.9871474,0.00001579404,0.000725023,0.000008973504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958253,0.0004585818,0.003024111,0.00001702441,0.000008879959,0.00001219047,0.0001676644,0.00006929864,0.0004169283],"genre_scores_gemma":[0.9953843,0.0001782826,0.002927598,0.00001409247,0.000007111162,0.00003232627,0.0002062313,0.00004175459,0.001208307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008174388,"threshold_uncertainty_score":0.002734661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204903223958997,"score_gpt":0.2134915207716488,"score_spread":0.2014424885320588,"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."}}