{"id":"W7135549383","doi":"","title":"Lithium sources and deposit types","year":2025,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lithium (medication); Pegmatite; Fossil fuel; Raw material; Component (thermodynamics); Tantalum; Spodumene; Geothermal gradient","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":[0.0003320083,0.000498994,0.0003985883,0.00579639,0.001052514,0.002446854,0.0007923801,0.0006180715,0.01807511],"category_scores_gemma":[0.001149792,0.0001813887,0.0003228927,0.007328701,0.0007269623,0.001825379,0.001110612,0.0003566125,0.006720038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336243,"about_ca_system_score_gemma":0.0009572999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007852389,"about_ca_topic_score_gemma":0.01133144,"domain_scores_codex":[0.9994759,0.00005193927,0.00009701359,0.00008755091,0.0002261175,0.00006147124],"domain_scores_gemma":[0.9996703,0.00009031594,0.00008168427,0.00002769537,0.0001137767,0.00001630684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005899416,0.00004576928,0.01917308,0.01780557,0.0001194427,0.001732838,0.004567022,0.001359694,0.008500824,0.07978906,0.04366751,0.8226492],"study_design_scores_gemma":[0.00001767082,0.00004226174,0.01334076,0.003001953,0.00007737725,0.00176024,0.003638544,0.0001233118,0.004297539,0.01205537,0.9616119,0.0000330057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1325787,0.1983345,0.005718154,0.002776161,0.0006497506,0.0006260452,0.03992669,0.000438087,0.618952],"genre_scores_gemma":[0.5544182,0.2240335,0.0130493,0.001051966,0.0002876435,0.0005361631,0.02741165,0.0003484099,0.1788632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01807511,"threshold_uncertainty_score":0.06046724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006312954175750142,"score_gpt":0.2337779016418121,"score_spread":0.227464947466062,"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."}}