{"id":"W2022215978","doi":"10.1144/1467-787302-003","title":"Comparison of geochemical data derived from till and lake sediment samples, Labrador, Canada","year":2002,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Sediment; Geology; Hydrology (agriculture); Geomorphology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001379773,0.0002210318,0.000418403,0.00003910001,0.0001065896,0.00004845729,0.0008625383,0.0001040316,0.001699914],"category_scores_gemma":[0.0000711535,0.0002323226,0.00006260662,0.0003053621,0.00009076116,0.0003174116,0.0007003078,0.0001404112,0.000007166824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005493451,"about_ca_system_score_gemma":0.00002899352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008663885,"about_ca_topic_score_gemma":0.01874426,"domain_scores_codex":[0.9979662,0.00004374226,0.0004876745,0.0007700027,0.0004834074,0.0002489677],"domain_scores_gemma":[0.9979437,0.0001119475,0.0003043656,0.001459825,0.00003288555,0.0001472887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004263985,0.001776347,0.2481791,0.0002708815,0.004742878,0.00006679059,0.00504206,0.04460993,0.6141132,0.0002409757,0.05314275,0.02777239],"study_design_scores_gemma":[0.0004795202,0.00001931629,0.00522978,0.00001951742,0.0005294838,0.000001964847,0.0005614057,0.6226417,0.3089462,0.0003561147,0.06067735,0.0005377351],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7257259,0.002065105,0.2561314,0.01213727,0.00009822536,0.0003927012,0.0009771306,0.0001400866,0.002332276],"genre_scores_gemma":[0.9893217,0.000136381,0.007405188,0.00008071204,0.0000440588,0.00001921947,0.002650416,0.000003064846,0.0003392743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5780317,"threshold_uncertainty_score":0.9992127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129554689681277,"score_gpt":0.230788673228631,"score_spread":0.1794931263318182,"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."}}