{"id":"W2980812187","doi":"10.5382/rev.18.08","title":"Rare-Element Granitic Pegmatites","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodity; Element (criminal law); Criticality; Pegmatite; Geology; Geochemistry; Earth science; Natural resource economics; Mining engineering; Political science; Business; Economics; Law","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":[0.00005878894,0.0003238987,0.0001217977,0.0007638111,0.000590943,0.0008843409,0.0003077745,0.0003310466,0.00435095],"category_scores_gemma":[0.0002038256,0.0001346604,0.0001388099,0.0004966494,0.000319022,0.0003436063,0.0005210601,0.0003067454,0.001303077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008794596,"about_ca_system_score_gemma":0.0003516514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006709098,"about_ca_topic_score_gemma":0.009388323,"domain_scores_codex":[0.9999157,0.000002961711,0.000005093442,0.00003226331,0.00002966467,0.00001422898],"domain_scores_gemma":[0.9999397,0.000003512091,0.00002010448,0.0000093372,0.00001455774,0.00001280381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00138827,0.0001059807,0.1127476,0.0009565357,0.0001446825,0.002915535,0.0009208613,0.003835108,0.7107704,0.009412243,0.005647925,0.1511548],"study_design_scores_gemma":[0.0001276887,0.000227314,0.3163344,0.0001286317,0.0001002122,0.008414895,0.001474598,0.004303571,0.2375859,0.005262002,0.4259801,0.00006073503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9234818,0.001740006,0.003676854,0.000279993,0.00007538934,0.0001171793,0.002714859,0.001194559,0.06671941],"genre_scores_gemma":[0.9883717,0.0003559877,0.001407122,0.00006623309,0.000008704112,0.00000993946,0.0009634363,0.00005087196,0.008765915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006709098,"threshold_uncertainty_score":0.01455539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564058236627421,"score_gpt":0.2218468073907448,"score_spread":0.2062062250244706,"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."}}