{"id":"W4229441791","doi":"10.1080/14747731.2022.2058687","title":"Insurgent infrastructures: bottom-up infrastructure-building in gold-mining regions in Colombia and Suriname","year":2022,"lang":"en","type":"article","venue":"Globalizations","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Vrije Universiteit Amsterdam","keywords":"Abandonment (legal); Politics; Harm; State (computer science); Legitimacy; Resource (disambiguation); Top-down and bottom-up design; Gold mining; Political science; Economic geography; Geography; Engineering; Law","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":[0.0004113219,0.0001716956,0.0002404194,0.0002706505,0.0006960441,0.0001174648,0.0003565713,0.0001150081,0.0004247822],"category_scores_gemma":[0.0003076592,0.0001982014,0.00004251676,0.001728708,0.0002110588,0.0003643904,0.0002854591,0.0003514698,0.000001213893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006583432,"about_ca_system_score_gemma":0.0003921921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006178254,"about_ca_topic_score_gemma":0.009962144,"domain_scores_codex":[0.997938,0.0003170992,0.0003889641,0.0003695223,0.0004716587,0.0005147703],"domain_scores_gemma":[0.9993858,0.00007123067,0.0001595737,0.0002064074,0.00004972765,0.000127273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002163911,0.00003565034,0.7980824,0.00001213048,0.00001243686,0.00002669328,0.02722494,0.008116949,0.00009141305,0.1307791,0.03423441,0.001362229],"study_design_scores_gemma":[0.000826588,0.00004085931,0.7372503,0.00004336392,0.00001118353,0.00001925636,0.01356359,0.0003577195,0.00001250543,0.02562949,0.2218969,0.0003482194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904788,0.0002670779,0.0001900375,0.0009606413,0.0008024482,0.0003750325,0.0001355674,0.00006919047,0.006721261],"genre_scores_gemma":[0.9979207,0.0002190708,0.0008148096,0.000497553,0.00008038109,0.0000625834,0.00004064,0.00001578639,0.0003485117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876625,"threshold_uncertainty_score":0.9339713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090920735816885,"score_gpt":0.2730890743870267,"score_spread":0.2621798670288579,"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."}}