{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001297658,0.0003457295,0.0001601332,0.0007502017,0.001659331,0.0005973086,0.0005036269,0.0002193391,0.002790823],"category_scores_gemma":[0.000206848,0.0001956753,0.0001432035,0.0009083339,0.0003212288,0.000181234,0.0002643152,0.0003023983,0.0005405619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007745606,"about_ca_system_score_gemma":0.005640804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9334633,"about_ca_topic_score_gemma":0.9775175,"domain_scores_codex":[0.9998556,0.000003780576,0.000003064013,0.00003689885,0.00005388309,0.000046677],"domain_scores_gemma":[0.9998432,0.000008173811,0.00001187534,0.000004218542,0.0001131443,0.00001927456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00102007,0.0001580639,0.229904,0.000280988,0.0001015528,0.001116166,0.003145139,0.00186824,0.7219929,0.0004929099,0.005758776,0.0341613],"study_design_scores_gemma":[0.00002989975,0.0002736592,0.754768,0.00006381486,0.00006104548,0.000232333,0.006327388,0.00269334,0.2092918,0.0001045053,0.02609798,0.00005615332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920599,0.0002878573,0.0002816588,0.0001204204,0.000006695934,0.00002322887,0.002579634,0.0000499727,0.00459061],"genre_scores_gemma":[0.9626483,0.000902536,0.001635151,0.0001047673,0.000002500448,0.00001727738,0.005273121,0.00004595654,0.02937038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06653672,"threshold_uncertainty_score":0.1338571,"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."}}