{"id":"W2384813889","doi":"","title":"Advances and Current Problems in the Study of the Occurrence of \"Invisible Gold\" in Sulfides","year":2013,"lang":"en","type":"article","venue":"Dizhi ke-ji qingbao","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Microbeam; Valency; Sulfide; Geology; Sensibility; Spectroscopy; Mineralogy; Nanotechnology; Materials science; Optics; Metallurgy; Physics; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002285388,0.0005807063,0.001149211,0.003700148,0.0007268494,0.001625233,0.001269216,0.001295356,0.0009892827],"category_scores_gemma":[0.001315274,0.0003756328,0.0006324301,0.003359413,0.002009172,0.003516267,0.0009433491,0.001197125,0.0003875993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768226,"about_ca_system_score_gemma":0.001415932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710809,"about_ca_topic_score_gemma":0.001709937,"domain_scores_codex":[0.9990866,0.0002177789,0.0001148794,0.0002485976,0.0002522159,0.00007983191],"domain_scores_gemma":[0.9982455,0.0009618832,0.0002537578,0.00008653292,0.0003643608,0.0000880018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002405615,0.0001404804,0.02063074,0.01851105,0.0001675536,0.001330302,0.001794942,0.002343025,0.0555609,0.03458346,0.005306477,0.8593904],"study_design_scores_gemma":[0.00003445108,0.0008866298,0.05372432,0.004327947,0.0006936494,0.01210171,0.008484456,0.006574776,0.07118991,0.1524727,0.689099,0.0004103795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01103873,0.971375,0.01097832,0.002312834,0.0002653559,0.00001166552,0.00006023247,0.00006096787,0.003896814],"genre_scores_gemma":[0.08071241,0.9013287,0.01392865,0.0008407001,0.001069133,0.00003000427,0.0001399194,0.00002523177,0.001925263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003700148,"threshold_uncertainty_score":0.01208645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057460169963091,"score_gpt":0.2491769831620452,"score_spread":0.2286023814624143,"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."}}