{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006256889,0.0003642991,0.0004549035,0.004727321,0.00179577,0.001353159,0.0009719186,0.0001955514,0.001571604],"category_scores_gemma":[0.001813973,0.0003156911,0.0002975491,0.008738116,0.0005262561,0.0003145543,0.0008490082,0.0002007837,0.0003611603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01686985,"about_ca_system_score_gemma":0.01604465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987332,"about_ca_topic_score_gemma":0.9965423,"domain_scores_codex":[0.9986606,0.00007848254,0.0000871775,0.0001724815,0.0007545185,0.0002467899],"domain_scores_gemma":[0.9977753,0.0001456511,0.0001920838,0.00008005925,0.001652551,0.0001543615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008654841,0.0001191638,0.8816808,0.0003728195,0.0003943915,0.0003969287,0.002670034,0.002127403,0.02401047,0.0005479606,0.002877102,0.08393735],"study_design_scores_gemma":[0.00001918253,0.00004948718,0.9893282,0.00003037553,0.00005916686,0.0000717956,0.0009080329,0.0007101375,0.003990003,0.00002402211,0.004791523,0.0000180281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812683,0.0006905121,0.001189607,0.00007493111,0.00000587542,0.0001275418,0.01112454,0.00009590125,0.005422828],"genre_scores_gemma":[0.9631734,0.001006587,0.006101726,0.00009486612,0.000004489416,0.0001197409,0.02410518,0.0000482746,0.005345737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01686985,"threshold_uncertainty_score":0.1224,"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."}}