{"id":"W2752910989","doi":"10.5509/2015883517","title":"Water, Water Everywhere: Toward Participatory Solutions to Chronic Urban Flooding in Jakarta","year":2015,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Ilmu Pengetahuan Indonesia","keywords":"Citizen journalism; Flooding (psychology); Water resource management; Environmental planning; Geography; Political science; Environmental science; Psychology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008240706,0.0006904069,0.0005481361,0.00100881,0.02302986,0.01049518,0.001901391,0.003437346,0.008117269],"category_scores_gemma":[0.005561918,0.0005891346,0.0004419867,0.001119221,0.01478034,0.00612776,0.0232291,0.004411016,0.0006100581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006208934,"about_ca_system_score_gemma":0.02637766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0227023,"about_ca_topic_score_gemma":0.07268363,"domain_scores_codex":[0.9929296,0.00508407,0.0001535288,0.0003087215,0.0003388641,0.001185133],"domain_scores_gemma":[0.9959397,0.001983561,0.0002749143,0.000164054,0.000261067,0.001376594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001052735,0.0004853074,0.004887281,0.001094705,0.00003642216,0.002759487,0.7723392,0.001489428,0.004000959,0.1097808,0.01300347,0.09001757],"study_design_scores_gemma":[0.00002919929,0.00008372668,0.003199882,0.0006256926,0.00002475844,0.0003044253,0.775442,0.0009497112,0.0009534665,0.04594702,0.1723847,0.00005549586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.53025,0.01246268,0.04445739,0.182134,0.002359196,0.002824665,0.0003093302,0.0002497142,0.224953],"genre_scores_gemma":[0.9587172,0.003120446,0.01217624,0.004821705,0.00009849779,0.0009410779,0.00005861967,0.00006050383,0.02000566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302986,"threshold_uncertainty_score":0.04514033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682188289282902,"score_gpt":0.256584763852416,"score_spread":0.209762880959587,"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."}}