{"id":"W4317933426","doi":"","title":"Electroded and microwave photometric properties of HgTlI metal halide lamps","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Optical and Acousto-Optic Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Halide; Microwave; Metal; Materials science; Optoelectronics; Chemistry; Computer science; Inorganic chemistry; Metallurgy; Telecommunications","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001460892,0.0002906741,0.0004902043,0.0002409543,0.0001376088,0.0001693279,0.000688774,0.00017464,0.00006092856],"category_scores_gemma":[0.0003942271,0.000254985,0.000178939,0.0003278984,0.0004134125,0.0000692817,0.001190052,0.0005366376,0.00001089555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002577832,"about_ca_system_score_gemma":0.000105317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008305774,"about_ca_topic_score_gemma":0.00004611086,"domain_scores_codex":[0.9977033,0.0008015775,0.0004317375,0.0005224181,0.0002343116,0.0003066616],"domain_scores_gemma":[0.997222,0.0003864939,0.0003945021,0.001069926,0.0008425855,0.00008448328],"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":[0.000033423,0.001344483,0.00804826,0.0007391621,0.0006215021,0.000001743128,0.003432388,0.00005006117,0.5032873,0.3287024,0.0005347484,0.1532046],"study_design_scores_gemma":[0.0003654344,9.784039e-7,0.0006046449,0.00070238,0.00009973372,0.000001965825,0.0001887156,0.00358736,0.972149,0.02024574,0.001687592,0.000366444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223877,0.001297589,0.05446029,0.002027814,0.00007183511,0.0003680473,0.00005703864,0.0001559873,0.01917366],"genre_scores_gemma":[0.977102,0.0001038399,0.02045064,0.00001508952,0.00002020567,0.00005487214,0.00009501374,0.00002818801,0.002130182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4688618,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142225585974865,"score_gpt":0.2032863574373461,"score_spread":0.1918641015775974,"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."}}