{"id":"W2118800843","doi":"10.1144/1467-7873/09-200","title":"Soil geochemical survey over concealed kimberlites in the Attawapiskat area in northern Canada","year":2009,"lang":"en","type":"article","venue":"Geochemistry Exploration Environment Analysis","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"De Beers (Canada); Geological Survey of Canada; University of Ottawa","funders":"","keywords":"Kimberlite; Geology; Soil survey; Geochemistry; Archaeology; Soil water; Soil science; Geography; Mantle (geology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008233946,0.0002619083,0.0003357573,0.00008114409,0.0000881121,0.00009193562,0.0008551811,0.0001259412,0.0002693388],"category_scores_gemma":[0.0002211425,0.0002257013,0.0001037848,0.001251748,0.00005389881,0.0002748087,0.00009469612,0.0002766276,0.000007789928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508366,"about_ca_system_score_gemma":0.0001276223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02605619,"about_ca_topic_score_gemma":0.3587832,"domain_scores_codex":[0.9976895,0.0001943135,0.0005077946,0.0006380164,0.0005545983,0.0004158001],"domain_scores_gemma":[0.9985391,0.0002797742,0.0001893598,0.0008705474,0.00003734424,0.00008385259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002065121,0.0003765835,0.8947077,0.0000156485,0.0001330912,0.0001219099,0.001040112,0.08453699,0.0154373,0.0001574205,0.00262837,0.0008241605],"study_design_scores_gemma":[0.001203593,0.00004295867,0.7179493,0.00004586359,0.0001280313,0.000008827932,0.001140747,0.2217074,0.04706538,0.004303902,0.005122232,0.001281758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832687,0.00008304731,0.005500596,0.008519222,0.00001613664,0.0001867147,0.00001517716,0.0000272237,0.002383196],"genre_scores_gemma":[0.9982849,0.00003384233,0.000138661,0.0005977454,0.00002603388,0.00006252101,0.000512228,0.000002150131,0.0003419041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.332727,"threshold_uncertainty_score":0.9804294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562016092827831,"score_gpt":0.202020876079932,"score_spread":0.1864007151516537,"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."}}