{"id":"W2894898204","doi":"10.4302/plp.v10i3.839","title":"A study of the frequency characteristics of a photovoltaic convertor РРС-4Е","year":2018,"lang":"en","type":"article","venue":"Photonics Letters of Poland","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Photovoltaic system; Photodetector; Photonics; Optical fiber; Power (physics); Electrical engineering; Electronics; Telecommunications; Optoelectronics; Electronic engineering; Computer science; Physics; Engineering","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":[0.00007649428,0.00009484343,0.0002012884,0.00004093937,0.0000274263,0.000004794706,0.000241326,0.0000318336,0.0000308378],"category_scores_gemma":[0.00001463896,0.00007331471,0.00005098584,0.0001609677,0.0001085301,0.00003047096,0.00003032773,0.00008118928,0.000004105554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709377,"about_ca_system_score_gemma":0.0000178666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002896877,"about_ca_topic_score_gemma":0.00006025312,"domain_scores_codex":[0.9993385,0.00001788212,0.0002920921,0.00009183304,0.0001414338,0.000118237],"domain_scores_gemma":[0.9993618,0.0000396586,0.0001161637,0.0003940639,0.00006049782,0.00002784513],"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":[0.000007875882,0.0001154754,0.02096876,0.00006329875,0.00006583551,6.429637e-7,0.001650517,0.000006443226,0.9760627,0.00004189282,0.0009915195,0.00002510239],"study_design_scores_gemma":[0.001707833,0.0003267339,0.1282278,0.0001000476,0.0001724112,0.000006421201,0.0003856251,0.005061849,0.8622902,0.0001371941,0.001288769,0.0002950761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988776,0.00002585263,0.0002004021,0.00004859953,0.0001319094,0.0003486457,0.00009877903,0.00002114122,0.0002470287],"genre_scores_gemma":[0.9995533,0.000007987944,0.000258599,0.0001002179,0.00002775575,0.00002071714,0.000003044073,0.00001648208,0.00001194799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137724,"threshold_uncertainty_score":0.2989687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095330406298427,"score_gpt":0.2120488813884825,"score_spread":0.2010955773254982,"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."}}