{"id":"W1970661896","doi":"10.1007/s13404-011-0029-2","title":"Invitation to Gold 2012, Tokyo","year":2011,"lang":"en","type":"article","venue":"Gold bulletin","topic":"Advanced Nanomaterials in Catalysis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanotechnology; Colloidal gold; Gold rush; Materials science; Substrate (aquarium); Nanoparticle; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038963,0.002080925,0.0007779232,0.001321815,0.002853808,0.004763084,0.001164178,0.005224882,0.299187],"category_scores_gemma":[0.002051131,0.0005375645,0.0009442762,0.0006164946,0.001228328,0.003571218,0.004394581,0.005417747,0.1930463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209101,"about_ca_system_score_gemma":0.00205755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096903,"about_ca_topic_score_gemma":0.008300849,"domain_scores_codex":[0.9990975,0.00009796758,0.0000550208,0.0002409728,0.0003343649,0.0001742467],"domain_scores_gemma":[0.9993502,0.00006071315,0.00003914351,0.0000545521,0.000177768,0.0003175138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002675177,0.00001718621,0.00006501094,0.00009385425,0.000003928038,0.00009390331,0.0000538602,0.00001903291,0.0002189748,0.00360017,0.973762,0.02204535],"study_design_scores_gemma":[0.000002517904,0.000008094592,0.000140717,0.00003615425,0.00000107678,0.000041624,0.00004210393,0.000007205167,0.00003840603,0.0003424998,0.9993369,0.000002710379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001669194,0.07582821,0.0008537282,0.1767662,0.3042096,0.000231928,0.001686512,0.001087486,0.437667],"genre_scores_gemma":[0.002087629,0.007763456,0.0002762128,0.01643451,0.01074382,0.00005560695,0.000410274,0.0002619711,0.9619666],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.299187,"threshold_uncertainty_score":0.9996247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651682526517531,"score_gpt":0.2440683446949236,"score_spread":0.2175515194297483,"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."}}