{"id":"W4286546165","doi":"10.14236/ewic/pom2021.16","title":"Infrastructural Unrest","year":2021,"lang":"en","type":"article","venue":"Electronic workshops in computing","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unrest; Sociology; Nexus (standard); Capitalism; Solidarity; Capital (architecture); Globalism; Anthropocene; Situated; Environmental ethics; Political economy; Globalization; Political science; History; Law; Politics; Engineering; Archaeology","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":[0.002408538,0.0005824088,0.0003980964,0.001871792,0.00768951,0.01134699,0.002257923,0.004186289,0.2049275],"category_scores_gemma":[0.01133946,0.0003772766,0.0007810505,0.002471564,0.004894339,0.009756353,0.01252573,0.006829457,0.03392633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006283602,"about_ca_system_score_gemma":0.007155451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375482,"about_ca_topic_score_gemma":0.01964244,"domain_scores_codex":[0.9959911,0.0006602302,0.0001904632,0.0006089993,0.001220271,0.00132902],"domain_scores_gemma":[0.9937174,0.001467393,0.0005545962,0.001150577,0.001581606,0.00152836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005322841,0.00005333654,0.001959912,0.0003489189,0.00001557798,0.0009170158,0.007717939,0.0001924452,0.000300358,0.3459918,0.5556374,0.08681212],"study_design_scores_gemma":[0.000003305349,0.000009680905,0.0006785956,0.000185275,0.000002977216,0.000249752,0.002879356,0.00003710589,0.0001278919,0.01012789,0.9856876,0.00001052559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008252729,0.003006393,0.001910686,0.03723822,0.004374224,0.0001063221,0.001149178,0.0005401894,0.9434221],"genre_scores_gemma":[0.2285176,0.005819956,0.001588459,0.05019116,0.002469628,0.0003233621,0.003217523,0.001229571,0.7066429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2049275,"threshold_uncertainty_score":0.6855507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008270040665390388,"score_gpt":0.2856976389696119,"score_spread":0.2774275983042215,"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."}}