{"id":"W23033549","doi":"10.1177/0022034512462034","title":"Broadband PIN Diode Attenuator","year":2012,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attenuator (electronics); Broadband; Telecommunications; Optoelectronics; Optics; Electrical engineering; Materials science; Attenuation; Physics; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008758057,0.00006285564,0.0001277958,0.0001551183,0.00004269269,0.00005047206,0.0001932523,0.00004993596,0.0002468464],"category_scores_gemma":[0.0001142468,0.00004819036,0.00006979176,0.0001869801,0.00005062281,0.0003650181,0.00003691471,0.0004660148,0.0001641829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008818947,"about_ca_system_score_gemma":0.00001578788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005113949,"about_ca_topic_score_gemma":0.000002936419,"domain_scores_codex":[0.9987419,0.00004669799,0.0002079272,0.00004171736,0.0005857656,0.0003760224],"domain_scores_gemma":[0.9993464,0.0001545258,0.0000213235,0.00008646584,0.00009993259,0.000291383],"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":[0.000160066,0.0004139557,0.2859792,0.0002736058,0.0003677099,0.0002452703,0.0009134181,0.0002501408,0.5914276,0.0009896276,0.08673395,0.03224543],"study_design_scores_gemma":[0.003235965,0.0008496501,0.3114278,0.0005455511,0.00007996154,0.001531987,0.004227408,0.003108819,0.4037683,0.0008326943,0.2695642,0.0008277184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899333,0.00517427,0.00003327316,0.00003711039,0.0005434157,0.00003704945,0.000002129149,0.00001003426,0.004229416],"genre_scores_gemma":[0.9985729,0.0003331561,0.0002226411,0.00001671495,0.0006699627,9.420305e-7,4.101332e-7,0.00001579782,0.0001674935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876593,"threshold_uncertainty_score":0.2702795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06699614221066806,"score_gpt":0.3550058400939588,"score_spread":0.2880096978832907,"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."}}