{"id":"W3209480916","doi":"10.1130/abs/2021am-369935","title":"EXTRACTION OF LITHIUM FROM BASINAL BRINES","year":2021,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Lithium (medication); Extraction (chemistry); Computer science; Geology; Chemistry; Chromatography; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006955781,0.0001574485,0.0003012862,0.00001223674,0.00004739648,0.00002459567,0.00009183964,0.0001462227,0.000516628],"category_scores_gemma":[0.00003442802,0.0001270735,0.0001403705,0.0003103452,0.0002636725,0.0002010981,0.00001828646,0.0002545476,0.00001630708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001592356,"about_ca_system_score_gemma":0.00004245353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002188996,"about_ca_topic_score_gemma":0.00001201749,"domain_scores_codex":[0.9989024,0.00002148809,0.0003956812,0.0002160837,0.0002576645,0.0002066994],"domain_scores_gemma":[0.999159,0.0001446388,0.0001912943,0.0001622052,0.0002608798,0.00008194637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000416519,0.004473553,0.06782151,0.001520407,0.001846254,0.0001129573,0.004122987,0.08654045,0.1949532,0.0002311933,0.02170924,0.6162517],"study_design_scores_gemma":[0.001311298,0.001038256,0.335526,0.0002327802,0.0001797322,0.0001070023,0.005361645,0.008832094,0.1817896,0.0007896463,0.4640027,0.0008293099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671606,0.0008747477,0.01491619,0.0005800729,0.0001336987,0.0001689602,0.0000127638,0.000288755,0.01586423],"genre_scores_gemma":[0.9437124,0.000431818,0.05516626,0.0001427467,0.00006231925,0.00001639249,0.0000836941,0.0000133019,0.0003711299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6154224,"threshold_uncertainty_score":0.5656715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058509383061578,"score_gpt":0.2596158302855691,"score_spread":0.2390307364549533,"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."}}