{"id":"W3010698125","doi":"10.1002/9781118786352.wbieg0219","title":"Infrastructure and Everyday Life","year":2017,"lang":"en","type":"other","venue":"International Encyclopedia of Geography","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociotechnical system; Everyday life; Sustainability; Politics; Scarcity; Resilience (materials science); Space (punctuation); Critical infrastructure; Business; Resource (disambiguation); Environmental planning; Water scarcity; Psychological resilience; Sociology; Environmental resource management; Political science; Engineering; Water resources; Geography; Knowledge management; Economics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001096593,0.0001980278,0.0002676915,0.0003204068,0.0001216116,0.00007083575,0.0007426317,0.0003627313,0.002971503],"category_scores_gemma":[0.0002290521,0.0001829075,0.000131075,0.00006127006,0.0006141719,0.0001794819,0.0001174272,0.0002078378,0.00001258347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708418,"about_ca_system_score_gemma":0.0001669891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005854416,"about_ca_topic_score_gemma":0.0009914809,"domain_scores_codex":[0.9987279,0.00003389479,0.0001765488,0.0002731868,0.0005886426,0.0001998946],"domain_scores_gemma":[0.9989522,0.0000288645,0.0005402467,0.0002570941,0.00009238129,0.0001292705],"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":[0.00000858664,0.00001058602,0.08763725,0.00002441478,0.0001800972,0.000004506587,0.0005931179,5.014771e-7,0.000001279126,0.004468311,0.8957391,0.01133227],"study_design_scores_gemma":[0.0001732359,0.00001130656,0.06548391,0.0001473545,0.00002285545,7.443891e-7,0.00006956825,5.538619e-7,0.00000114359,0.002260272,0.9316564,0.0001726953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006557212,0.001433346,0.0000202169,0.000485332,0.00267473,0.0001562059,0.0003055021,0.00006063006,0.9942083],"genre_scores_gemma":[0.01316351,0.05007438,0.001121243,0.0003505907,0.004303198,0.00001788516,0.00009089936,0.0001730561,0.9307052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06350307,"threshold_uncertainty_score":0.9979399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004755176732644499,"score_gpt":0.2550608019220607,"score_spread":0.2503056251894162,"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."}}