{"id":"W2354546787","doi":"","title":"A TENTATIVE DISCUSSION ON THE QUANTITATIVE MODEL FOR SYSTAMATIC EVALUATION OF REGIONAL GEOCHEMICAL ANOMALIES IN MAJOR LANDSCAPES OF CHINA","year":2002,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"China; Geology; Earth science; Physical geography; Geography; Archaeology","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":[0.003740793,0.0005455576,0.0005482712,0.0008979286,0.0004096366,0.001252584,0.001436024,0.0007475395,0.002148595],"category_scores_gemma":[0.00975381,0.0002558117,0.0008531201,0.0008723172,0.0008959127,0.002232062,0.0007126181,0.0008472541,0.0002113527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650576,"about_ca_system_score_gemma":0.001554798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118197,"about_ca_topic_score_gemma":0.007721861,"domain_scores_codex":[0.9989648,0.0004743751,0.00005343565,0.0001710079,0.0002712022,0.00006525181],"domain_scores_gemma":[0.9980198,0.0011965,0.0001436832,0.0001270579,0.0004570228,0.00005597011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003074591,0.00004266787,0.005403695,0.0001278916,0.0000599666,0.0001625775,0.0001990325,0.7273551,0.002189387,0.2322742,0.0021378,0.03001693],"study_design_scores_gemma":[0.000004000356,0.00001746379,0.0006311655,0.000008528746,0.00001220257,0.00002686133,0.00002545451,0.959217,0.0003183317,0.03884089,0.0008880121,0.00001006595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01213547,0.0001405575,0.9845463,0.0006043069,0.00002135302,0.00004006847,0.00008838393,0.0001474663,0.002276209],"genre_scores_gemma":[0.6728877,0.000723434,0.321044,0.0002400228,0.0001124147,0.0005713645,0.0003157165,0.0001415684,0.00396377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0118197,"threshold_uncertainty_score":0.02350181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08602498559452659,"score_gpt":0.2983407881460318,"score_spread":0.2123158025515052,"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."}}