{"id":"W1971751855","doi":"10.2747/0272-3638.24.8.723","title":"Urban Political Ecology <sup>1</sup>","year":2003,"lang":"en","type":"article","venue":"Urban Geography","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":282,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Politics; Political ecology; Ecology; Urban ecology; Geography; Political science; Sociology; Urbanization; Biology; Law","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":[0.0002732979,0.0001564625,0.0001942167,0.0001377181,0.0004303054,0.00008137688,0.000297732,0.0002241575,0.001400562],"category_scores_gemma":[0.0001660838,0.0001450865,0.0001890016,0.0004650874,0.0005925999,0.0002167763,0.0000252398,0.0002245605,0.000160591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000559818,"about_ca_system_score_gemma":0.0001290004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009856664,"about_ca_topic_score_gemma":0.0001463777,"domain_scores_codex":[0.9980285,0.0002196302,0.0001943168,0.0003055419,0.0003306931,0.0009212868],"domain_scores_gemma":[0.9992489,0.00007180432,0.00005630003,0.000248099,0.00007180531,0.000303054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002826425,0.0000250823,0.5309418,0.00000245242,0.00001734137,0.000006051623,0.001770478,0.00000222503,0.000003131372,0.3774989,0.08965216,0.00007758807],"study_design_scores_gemma":[0.000249943,0.00006198064,0.09941673,0.000005354696,0.00001835498,0.000002596785,0.001627255,0.000004373333,0.00007557408,0.01920496,0.879128,0.0002048702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.558802,0.0004021453,0.00003687075,0.001631375,0.0005725945,0.0002554819,0.00003038732,0.0001722924,0.4380969],"genre_scores_gemma":[0.9949287,0.00002600307,0.0003300624,0.001853169,0.0005544688,0.00001339923,0.000006324505,0.0000146342,0.002273291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7894759,"threshold_uncertainty_score":0.9995123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006926435210349668,"score_gpt":0.2329549831839726,"score_spread":0.226028547973623,"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."}}