{"id":"W1978731672","doi":"10.2113/gselements.5.5.303","title":"The Biogeochemistry of Gold","year":2009,"lang":"en","type":"article","venue":"Elements","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Biogeochemistry; Library science; History; Geology; Oceanography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001023929,0.0001549911,0.0001186976,0.0003831243,0.0003260339,0.0007242064,0.000228656,0.000419882,0.0009741644],"category_scores_gemma":[0.000211926,0.0001446522,0.00009329225,0.0002561446,0.0004531075,0.0005318429,0.0003612757,0.0002491442,0.0003425102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003127,"about_ca_system_score_gemma":0.0003017097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004247422,"about_ca_topic_score_gemma":0.004419518,"domain_scores_codex":[0.9999079,0.00001335517,0.000003744949,0.00003422509,0.00002416622,0.00001664061],"domain_scores_gemma":[0.9999669,0.000007545369,0.000005093193,0.000003581998,0.00001046126,0.000006410497],"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":[0.0001116738,0.00003197413,0.02759322,0.0007679856,0.00007982757,0.001158007,0.0009001875,0.005822552,0.7280101,0.1040188,0.002861224,0.1286444],"study_design_scores_gemma":[0.00002838835,0.0002771022,0.1073769,0.0003249584,0.0000790137,0.002464473,0.002021395,0.022418,0.3806071,0.08935338,0.3949783,0.00007101795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8455275,0.06187392,0.01405699,0.00455741,0.0002958565,0.0000266096,0.0004461099,0.0001488349,0.07306685],"genre_scores_gemma":[0.9773723,0.01351133,0.002838657,0.000233677,0.00006206538,0.000008397378,0.00008047246,0.00002500905,0.005867967],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004247422,"threshold_uncertainty_score":0.008445382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009869168101240198,"score_gpt":0.2288656484663086,"score_spread":0.2189964803650684,"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."}}