{"id":"W7119411604","doi":"","title":"Ninety percent of iron on the sidewalks: mining and (under)developments in municipalities mined by Vale S.A.","year":2016,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production system (computer science); Local Development; Agricultural development","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":[0.0001753855,0.0001351058,0.0001351313,0.0007317432,0.000844068,0.0007500377,0.0003373408,0.0004317718,0.002772646],"category_scores_gemma":[0.0006872594,0.0002950089,0.0001848059,0.001239608,0.0004121012,0.0004808483,0.001272155,0.0002907546,0.0004303895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682628,"about_ca_system_score_gemma":0.0009427813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.148135,"about_ca_topic_score_gemma":0.4605264,"domain_scores_codex":[0.9997781,0.00004209156,0.0000173691,0.00004348438,0.00004189756,0.00007693444],"domain_scores_gemma":[0.9995462,0.00004499184,0.0001825013,0.00002001017,0.00007046904,0.0001357323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004005009,0.00002755507,0.9862339,0.00003100914,0.00001146834,0.0003567864,0.006154205,0.0000232811,0.0005187475,0.00009954525,0.0006613552,0.005841999],"study_design_scores_gemma":[0.000001531531,0.00004020234,0.9743263,0.00001945462,0.000005461881,0.0001646134,0.02371216,0.00003428802,0.00006270931,0.00002309524,0.001606799,0.000003477668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990386,0.00007980463,0.000009535077,0.00007405419,0.000002120101,0.000003705017,0.000218158,9.283279e-7,0.0005731004],"genre_scores_gemma":[0.9958243,0.0002873878,0.00005754918,0.00006266644,0.000003301881,0.00001201772,0.0003400109,0.00000206884,0.003410683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148135,"threshold_uncertainty_score":0.2945455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915836325782801,"score_gpt":0.2325190060112713,"score_spread":0.2133606427534433,"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."}}