{"id":"W7067662905","doi":"","title":"Mobility of elements from cesium formate residue emplaced on pegmatite tailings, Bernic Lake, Manitoba, Canada","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residue (chemistry); Pegmatite; Caesium; Tailings; Leaching (pedology); Muscovite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002296589,0.0003245293,0.0004281818,0.0001042112,0.0001585613,0.00001103499,0.0005797452,0.0003882888,0.00005326024],"category_scores_gemma":[0.00007242578,0.0004046539,0.0001521521,0.00009690296,0.00006127812,0.0000192159,0.000154667,0.0003295021,0.00001806554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293091,"about_ca_system_score_gemma":0.0003559837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3555582,"about_ca_topic_score_gemma":0.9976703,"domain_scores_codex":[0.9984537,0.0001004245,0.0003264037,0.000308307,0.0004822049,0.00032897],"domain_scores_gemma":[0.9980078,0.00003756428,0.0009582366,0.0006515254,0.0002303758,0.0001144376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00453173,0.0008434739,0.8083569,0.00582042,0.002092026,0.00003481831,0.00227466,0.001272995,0.08911257,0.0001791626,0.08223035,0.003250873],"study_design_scores_gemma":[0.001382042,0.0003838298,0.9072312,0.0003086618,0.0003292534,0.000002053328,0.01690107,0.0003668881,0.02698031,0.00002200253,0.04536631,0.0007264052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928192,0.0001166842,0.00006793615,0.00006903899,0.0004166511,0.000370762,0.0006437878,0.00001495871,0.005480974],"genre_scores_gemma":[0.9881136,0.0001160695,0.001402852,0.0000397281,0.00009815233,0.000001165868,0.008433453,0.0000372191,0.001757737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6421121,"threshold_uncertainty_score":0.9998406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007586826358746248,"score_gpt":0.2032540591313855,"score_spread":0.1956672327726393,"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."}}