{"id":"W2129934757","doi":"10.1364/oe.15.012344","title":"Amplification and front facet reflectivity of broad area lasers","year":2007,"lang":"en","type":"article","venue":"Optics Express","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Facet (psychology); Optics; Diode; Materials science; Laser; Reflectivity; Semiconductor laser theory; Optoelectronics; Front (military); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131958,0.00008133506,0.0001062337,0.00002524725,0.00006051263,0.00001554359,0.0001015759,0.00008008796,0.0001281749],"category_scores_gemma":[0.000029575,0.00008525965,0.00002418247,0.00004852539,0.00006867732,0.00005042607,0.00003063165,0.00009907663,0.000005623347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003028459,"about_ca_system_score_gemma":0.00001291761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005067153,"about_ca_topic_score_gemma":0.00003444867,"domain_scores_codex":[0.9994106,0.000004367733,0.0001548011,0.0001817898,0.000105698,0.0001427268],"domain_scores_gemma":[0.9994109,0.00006750078,0.00008453242,0.0003263359,0.00004642622,0.00006435812],"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":[0.00002773878,0.00009224345,0.001518905,0.00004099025,0.00001429948,5.77429e-7,0.0003213231,0.00004348131,0.9945822,0.002214733,0.0003252213,0.0008183302],"study_design_scores_gemma":[0.0002273668,0.00001128123,0.002499346,0.00001788408,0.00001993539,0.000002058749,0.0003002808,0.0006995954,0.991592,0.0006210575,0.00390529,0.0001038933],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90705,0.00009038053,0.03163117,0.00005014203,0.00002001689,0.00006551207,0.00005173141,0.0000459788,0.06099507],"genre_scores_gemma":[0.9943786,0.00003916586,0.004666114,0.00001454058,0.00003613256,0.00001605905,0.00002775682,0.00001025776,0.0008113807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0873286,"threshold_uncertainty_score":0.3476788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098444120723456,"score_gpt":0.292396602871624,"score_spread":0.2714121616643894,"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."}}