{"id":"W4408603070","doi":"10.1117/12.3045819","title":"Commercial laser power converters for power-over-fiber with Watts of output power capabilities over kilometers","year":2025,"lang":"en","type":"article","venue":"","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Broadcom (Canada)","funders":"","keywords":"Converters; Power (physics); Electrical engineering; Switched-mode power supply; Fiber laser; Electronic engineering; Computer science; Engineering; Optical fiber; Telecommunications; Physics; Voltage","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001098957,0.0002400387,0.000305908,0.0002038225,0.00005090202,0.00003505061,0.0001440856,0.0001238352,0.001366128],"category_scores_gemma":[0.00002126294,0.0002066527,0.00009990832,0.0002279417,0.0001039384,0.0003245867,0.00003292532,0.0001123633,0.00002117302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011198,"about_ca_system_score_gemma":0.00003459888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003841148,"about_ca_topic_score_gemma":0.00003158622,"domain_scores_codex":[0.9989641,0.00001357401,0.0003090341,0.000209541,0.0001842822,0.0003195197],"domain_scores_gemma":[0.9993508,0.0001124074,0.00004207492,0.0003350111,0.0001039464,0.00005571565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002826718,0.0008170645,0.2175288,0.002707251,0.003334023,0.00001084075,0.01522292,0.3190308,0.005796536,0.00421968,0.4220227,0.006482638],"study_design_scores_gemma":[0.02504407,0.00281987,0.2351045,0.0009904978,0.0006974704,0.00001172533,0.006352441,0.4497946,0.08759291,0.0004392878,0.1865025,0.004650049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127256,0.00005247747,0.02852269,0.0001168769,0.001074676,0.0007242216,0.00005440884,0.0002764801,0.05645251],"genre_scores_gemma":[0.9896327,0.000007252209,0.005171358,0.0003436199,0.00001407794,0.00004199649,0.00002605724,0.00005351614,0.004709475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355202,"threshold_uncertainty_score":0.9995468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005054321158869936,"score_gpt":0.2053886658660012,"score_spread":0.2003343447071312,"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."}}