{"id":"W4380742394","doi":"10.3138/uhr-2023-0001","title":"Margaret Cook, Lionel Frost, Andrea Gaynor, Jenny Gregory, Ruth A. Morgan, Martin Shanahan, and Peter Spearritt. <i>Cities in a Sunburnt Country: Water and the Making of Urban Australia</i>","year":2023,"lang":"en","type":"article","venue":"Urban History Review","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Frost (temperature); Art history; History; Art; Media studies; Sociology; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319835,0.0002191807,0.0005741933,0.00008874655,0.0001840442,0.00004587563,0.000262711,0.0001065787,0.0006116154],"category_scores_gemma":[0.0001095476,0.0001435277,0.00008208613,0.000240912,0.0009487381,0.0002656798,0.000111931,0.00024054,0.0000254299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343729,"about_ca_system_score_gemma":0.00008741092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377086,"about_ca_topic_score_gemma":0.001510639,"domain_scores_codex":[0.9980391,0.0003428727,0.0004663401,0.0003253601,0.000389259,0.0004370465],"domain_scores_gemma":[0.9993281,0.00005515145,0.0002099894,0.0002755006,0.00006290583,0.0000683867],"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":[0.00006403717,0.00001353244,0.04246683,0.00143683,0.00003037475,0.00004411175,0.03378896,4.413819e-7,0.0001184607,0.003476691,0.9182215,0.0003382063],"study_design_scores_gemma":[0.0005561648,0.00002567949,0.00717593,0.001492622,0.00006972737,0.000007886879,0.0005066538,0.000004960611,0.00001700264,0.0002808873,0.9896474,0.0002150317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4335272,0.5220978,0.000005997083,0.01075002,0.001878732,0.003313864,0.0002680336,0.0002279696,0.02793037],"genre_scores_gemma":[0.8802164,0.0705912,0.00004479318,0.005488242,0.0005648817,0.00008763331,0.00007231787,0.00006422623,0.04287036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4515066,"threshold_uncertainty_score":0.669676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266361984119807,"score_gpt":0.263603890347012,"score_spread":0.2309402705058139,"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."}}