{"id":"W4213159553","doi":"10.4095/287940","title":"Geochemical landscapes","year":2011,"lang":"en","type":"report","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Geochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003382404,0.0003497285,0.0003299825,0.002708185,0.001562805,0.004111581,0.0008350123,0.0005522199,0.04194583],"category_scores_gemma":[0.001359152,0.0001726145,0.000285959,0.005754239,0.001171553,0.001624935,0.001895935,0.0005092094,0.005263336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002061604,"about_ca_system_score_gemma":0.00143871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099002,"about_ca_topic_score_gemma":0.03361266,"domain_scores_codex":[0.9995219,0.0001169473,0.00002924863,0.00009880691,0.0001316706,0.0001014905],"domain_scores_gemma":[0.9995375,0.00005642793,0.00008764402,0.0000620144,0.0001860994,0.00007035011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001841631,0.0001253378,0.04348596,0.0007335012,0.000115347,0.0008388439,0.003517611,0.005774088,0.00286488,0.4925714,0.1337017,0.3160871],"study_design_scores_gemma":[0.00001396476,0.00002451961,0.02291738,0.000114882,0.00002170145,0.0004159667,0.002019382,0.000919777,0.0002985622,0.02515503,0.9480758,0.0000229996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09261835,0.007660441,0.02278773,0.00343716,0.0002414516,0.0004199549,0.03631465,0.00100749,0.8355128],"genre_scores_gemma":[0.8022387,0.00767926,0.02734869,0.001286541,0.0001419807,0.0003654427,0.03555522,0.0004923375,0.1248918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04194583,"threshold_uncertainty_score":0.1403228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243983037721596,"score_gpt":0.2515491469745041,"score_spread":0.2091093165972881,"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."}}