{"id":"W1993854002","doi":"10.1109/icton.2007.4296198","title":"Electromodulation-Absorption Type Spectroscopy of Semiconductor Structures Applied in Telecommunication Lasers","year":2007,"lang":"en","type":"article","venue":"","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; McMaster University","keywords":"Spectroscopy; Laser; Semiconductor laser theory; Semiconductor; Materials science; Optoelectronics; Characterization (materials science); Absorption (acoustics); Semiconductor device; Optics; Nanotechnology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604316,0.0001300928,0.0001824601,0.0001419383,0.00003655527,0.0000154624,0.0001683003,0.00005256566,0.0007988947],"category_scores_gemma":[0.00000423867,0.0001167724,0.00004126942,0.0003241945,0.00003558621,0.0001043017,0.00002462447,0.0001537189,0.000006259549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003437136,"about_ca_system_score_gemma":0.00003512734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004847602,"about_ca_topic_score_gemma":0.00008278334,"domain_scores_codex":[0.9991188,0.00001737553,0.0003364374,0.0001812177,0.0001211661,0.0002249947],"domain_scores_gemma":[0.9993957,0.00006777888,0.0001623243,0.00028282,0.00005159931,0.000039738],"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":[0.00004495464,0.00002663891,0.03903928,0.00000596658,0.00001921062,8.283051e-8,0.0001889951,0.000105375,0.8756643,0.08366401,0.00007791667,0.001163245],"study_design_scores_gemma":[0.000446854,0.00004214243,0.1297467,0.00000664476,0.00001065173,5.354629e-7,0.0006343645,0.0001476758,0.8208749,0.04770048,0.0002186209,0.0001703885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988982,0.00005952272,0.0006561129,0.00001873671,0.0001050532,0.0001650775,0.00000414072,0.00002217881,0.009987242],"genre_scores_gemma":[0.9968815,0.000004708279,0.00281401,0.00003124082,0.0001178109,0.000002388187,0.0001026822,0.00001359117,0.00003203606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09070743,"threshold_uncertainty_score":0.8747337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226403779480764,"score_gpt":0.2767055997715088,"score_spread":0.2644415619767012,"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."}}