{"id":"W6979814235","doi":"","title":"All that Glitters Isn't: Gold Mining, Sustainable Development, and the Loulo Mine","year":2022,"lang":"en","type":"article","venue":"Veřejné služby Informačního systému (Masarykiana Brunensis Universitas)","topic":"Natural Products and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Variety (cybernetics); Sustainable development; Corporate social responsibility; Mineral resource classification; Sustainability","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006802715,0.0003133604,0.0003369291,0.00008430162,0.001718366,0.0001658926,0.0007498443,0.0000866865,0.0008227903],"category_scores_gemma":[0.00003777225,0.0001386922,0.0001364784,0.0009207063,0.0002580306,0.0005866687,0.0008917578,0.000336554,0.00003458665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206967,"about_ca_system_score_gemma":0.0000523283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020411,"about_ca_topic_score_gemma":0.0001473834,"domain_scores_codex":[0.9978939,0.0001148719,0.0003550073,0.0004549881,0.0004900371,0.0006911413],"domain_scores_gemma":[0.9989954,0.0001970119,0.000271858,0.0002178603,0.0001288801,0.0001890229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001445315,0.0003710405,0.01306411,0.0002208879,0.0008412548,0.0003557492,0.01921786,0.0003943399,0.004395345,0.08306308,0.8041795,0.07245146],"study_design_scores_gemma":[0.0009402833,0.00008462965,0.009551872,0.00001030796,0.00007080584,0.00006140875,0.06028947,0.0001450153,0.0002727636,0.00009274133,0.9280695,0.0004111607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684163,0.001149447,0.000004343693,0.01484986,0.0001566198,0.0008255159,0.00007371829,0.0001468927,0.01437729],"genre_scores_gemma":[0.9821064,0.00009561162,0.0001640111,0.003114604,0.000107112,0.00003374718,0.0002930388,0.000003959267,0.01408149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12389,"threshold_uncertainty_score":0.9995813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340762148855303,"score_gpt":0.1806329728328717,"score_spread":0.1672253513443186,"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."}}