{"id":"W2808057544","doi":"10.1002/j.1551-8701.2003.tb01720.x","title":"Still Working After All These Years","year":2003,"lang":"en","type":"article","venue":"Opflow","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Business; Water supply; Water industry; Water pipe; Environmental planning; Operations management; Engineering; Geography; Environmental engineering","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":[0.002657453,0.0008441343,0.0008248106,0.0008883236,0.01317279,0.009420378,0.00158062,0.002723028,0.1761935],"category_scores_gemma":[0.007094769,0.0003074475,0.0006482141,0.001194285,0.003669143,0.007242076,0.008187136,0.007696572,0.1193551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559933,"about_ca_system_score_gemma":0.006988981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794912,"about_ca_topic_score_gemma":0.02888584,"domain_scores_codex":[0.9958076,0.0006309105,0.0001049234,0.0006010684,0.001080255,0.001775121],"domain_scores_gemma":[0.9907567,0.0002304211,0.0003128164,0.0004641424,0.002347672,0.005888294],"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":[0.00004510126,0.0001373683,0.003177443,0.0001140919,0.00001776412,0.0002958253,0.01098223,0.00004730783,0.0007546211,0.02091927,0.8295709,0.1339382],"study_design_scores_gemma":[0.000002957738,0.00002889044,0.001413417,0.000079622,0.000003104262,0.000109384,0.007303665,0.00001236064,0.00005499513,0.001114025,0.9898664,0.00001123463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02726682,0.01357428,0.0042634,0.3471074,0.04985232,0.0002158511,0.001309334,0.00119559,0.5552151],"genre_scores_gemma":[0.03725716,0.003152061,0.0009729118,0.04409643,0.001696371,0.0001024789,0.0006495661,0.0002185506,0.9118545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1761935,"threshold_uncertainty_score":0.589426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607401854027078,"score_gpt":0.2576534285943745,"score_spread":0.2415794100541037,"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."}}