{"id":"W2767515024","doi":"10.1177/2043820617733202","title":"Power, power, everywhere: <i>Pipe Politics</i> in comparative perspective","year":2017,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Power (physics); Politics; Perspective (graphical); Political economy; Political science; Sociology; Computer science; Law; Physics","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":[0.0003955946,0.0002192004,0.0003709394,0.0002839683,0.001049119,0.0003014175,0.0009186001,0.0001904507,0.0002361723],"category_scores_gemma":[0.0001310684,0.0002220798,0.0001610351,0.0002415204,0.001434327,0.000733579,0.0001327488,0.0003949371,0.00002902875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209814,"about_ca_system_score_gemma":0.00008833351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04662157,"about_ca_topic_score_gemma":0.03444738,"domain_scores_codex":[0.9980142,0.0001985627,0.0002926869,0.0004309998,0.0003904076,0.0006731521],"domain_scores_gemma":[0.9989343,0.0000619042,0.0002342662,0.0005175696,0.0001329779,0.0001190173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001531563,0.000108556,0.7128527,0.000003439392,0.00002160712,0.00003098223,0.08212183,0.000003318613,0.00007555426,0.2024833,0.002261276,0.000022098],"study_design_scores_gemma":[0.0006586138,0.00008436318,0.8426234,0.00005670749,0.000004687231,4.080602e-7,0.012188,5.457083e-7,0.0001302949,0.1249725,0.0189863,0.0002942055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7234565,0.0004094388,0.000002151065,0.0004733087,0.000546939,0.0002574171,0.00005013579,0.00003664256,0.2747675],"genre_scores_gemma":[0.9989925,0.0001153901,0.00005178266,0.0002967789,0.0002265198,0.00002323493,0.00001242814,0.00001297868,0.00026837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.275536,"threshold_uncertainty_score":0.9831715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759121031816576,"score_gpt":0.3292661255773773,"score_spread":0.3016749152592116,"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."}}