{"id":"W2783176968","doi":"10.1080/02508060.2017.1416441","title":"Household economic burden from seawater intrusion in coastal urban areas","year":2018,"lang":"en","type":"article","venue":"Water International","topic":"Water resources management and optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Environment; International Development Research Centre","keywords":"Economic shortage; Willingness to pay; Salinity; Household income; Intrusion; Water resource management; Natural resource economics; Environmental science; Business; Socioeconomics; Agricultural economics; Geography; Economics; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001570369,0.000134996,0.0001036155,0.0006101007,0.000215942,0.0004144532,0.000146228,0.0001427153,0.002324239],"category_scores_gemma":[0.0005202323,0.0000703215,0.0001616808,0.0009472804,0.0001826236,0.0001878406,0.0005359371,0.0001683491,0.0002248983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258797,"about_ca_system_score_gemma":0.0001921892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420928,"about_ca_topic_score_gemma":0.02315063,"domain_scores_codex":[0.9998161,0.00005657171,0.00001782761,0.00001732657,0.00003501223,0.00005711826],"domain_scores_gemma":[0.9997177,0.00003175722,0.0001600142,0.00001027338,0.00002942353,0.00005075384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002991833,0.0000313452,0.9957914,0.00001149105,0.00003170748,0.0002269959,0.0002196719,0.0003691369,0.000122384,0.0001195225,0.0003484148,0.002697861],"study_design_scores_gemma":[0.000001388268,0.00002434557,0.9976754,0.000009219418,0.00000895111,0.00009449366,0.001255403,0.0003836178,0.00003439951,0.00003760143,0.0004725776,0.000002592663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981287,0.00005931932,0.00002667262,0.00005349694,0.00000187606,0.00000494583,0.000529816,0.000001106938,0.001194079],"genre_scores_gemma":[0.9991267,0.00009843816,0.00002475307,0.00001452658,0.00000338181,0.000007401149,0.0004341577,3.183059e-7,0.0002903735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420928,"threshold_uncertainty_score":0.02825314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0086440783517357,"score_gpt":0.184175166170311,"score_spread":0.1755310878185753,"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."}}