{"id":"W2314239925","doi":"10.1144/1467-7873/10-im-026","title":"Review of gold and platinum group element (PGE) indicator minerals methods for surficial sediment sampling","year":2011,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Platinum group; Sediment; Geology; Sampling (signal processing); Geochemistry; Platinum; Group (periodic table); Mineralogy; Chemistry; Geomorphology; Engineering","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":[0.007609289,0.001722593,0.002235736,0.01286947,0.0006016489,0.001764559,0.003883838,0.001583791,0.002744628],"category_scores_gemma":[0.007367074,0.001167136,0.001199248,0.007911722,0.001177631,0.001929318,0.0009759305,0.001087299,0.002805989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143694,"about_ca_system_score_gemma":0.002186654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007387578,"about_ca_topic_score_gemma":0.01259307,"domain_scores_codex":[0.9949858,0.001153028,0.0007007488,0.001121354,0.001935088,0.0001039881],"domain_scores_gemma":[0.9906796,0.004263298,0.001012223,0.0003321743,0.00350472,0.0002080062],"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":[0.00009028618,0.00006616373,0.003955286,0.01585793,0.0001450485,0.0001705154,0.0001310628,0.0004568197,0.007594713,0.0009474557,0.01006657,0.960518],"study_design_scores_gemma":[0.00002990853,0.0005033241,0.04044916,0.0129404,0.0005257105,0.002946763,0.0004549402,0.001993591,0.02286335,0.001675037,0.9154309,0.0001869749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002534328,0.9518831,0.03866368,0.0007484541,0.0009259837,0.000233468,0.0006449998,0.0001842679,0.004181724],"genre_scores_gemma":[0.009446526,0.9156133,0.06746542,0.0005827781,0.0006814132,0.0004274265,0.0009453294,0.000115969,0.004721865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01286947,"threshold_uncertainty_score":0.04024225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05885411277732815,"score_gpt":0.292877828525175,"score_spread":0.2340237157478468,"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."}}