{"id":"W4248272341","doi":"10.1007/bf03215530","title":"Gold 2006New Industrial Applications Of Gold Gold 2006 Keynote Speakers","year":2006,"lang":"en","type":"article","venue":"Gold bulletin","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanotechnology; Gold alloys; Materials science; Gold standard (test); Engineering physics; Engineering; Metallurgy; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004067659,0.0003292912,0.0005547541,0.0000602829,0.00004641297,0.0001148377,0.0006940006,0.0002525994,0.003740265],"category_scores_gemma":[0.00009028005,0.0002790803,0.0001831611,0.0002495721,0.0003312436,0.00008343138,0.0002566451,0.0002153463,0.003442911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006863654,"about_ca_system_score_gemma":0.00005457474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338868,"about_ca_topic_score_gemma":0.0000225537,"domain_scores_codex":[0.9974368,0.00009831991,0.0008231357,0.0005779943,0.0004857027,0.0005780677],"domain_scores_gemma":[0.9985979,0.0001563512,0.0003384502,0.00062418,0.0001249046,0.0001581918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001151253,0.0001891063,0.00003023192,0.00004692774,0.000006406331,0.000001816315,0.00001135211,0.00005741431,0.6084004,0.0008833837,0.3890072,0.001250651],"study_design_scores_gemma":[0.0006964209,0.00005452932,0.00009224029,0.00005311375,0.00003118793,0.000002590291,0.00001202232,0.000005891418,0.449325,0.001064284,0.5483711,0.0002915548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420623,0.0004467535,0.0001191677,0.004725944,0.0006987709,0.000994738,0.0006560351,0.000270496,0.05002582],"genre_scores_gemma":[0.9644228,0.00001665353,0.001015158,0.000470216,0.002309629,0.0001390468,0.0001073622,0.00005405782,0.03146512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1593639,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619271508504033,"score_gpt":0.2114375569891014,"score_spread":0.1952448419040611,"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."}}