{"meta":{"query_hash":"2b6401c23cdd","filters":{"venue":"EMITTER International Journal of Engineering Technology"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2b6401c23cdd","api":"https://metacan.xera.ac/api/v1/cohort?venue=EMITTER+International+Journal+of+Engineering+Technology"},"results":[{"id":"W3196046245","doi":"10.24003/emitter.v9i1.595","title":"Sustainable and Resilient Smart Water Grids: A Solution for Developing Countries","year":2021,"lang":"en","type":"article","venue":"EMITTER International Journal of Engineering Technology","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Higher Education Commission, Pakistan","keywords":"SCADA; Smart grid; Population; Environmental economics; Developing country; General Packet Radio Service; Engineering; Business; Computer science; Telecommunications; Electrical engineering; Economic growth","score_opus":0.010638891746331343,"score_gpt":0.24278475639701608,"score_spread":0.23214586465068474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196046245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9013694,0.00014387915,0.07423495,0.023376852,0.00067907537,0.00006924294,0.0000019582346,0.000103233084,0.000021425954],"genre_scores_gemma":[0.9280431,0.000083090075,0.07131249,0.000118662385,0.000102562364,0.000014481499,0.000002744002,0.0000138115465,0.00030902645],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990969,0.000007957495,0.0002898343,0.00014786149,0.00020971849,0.0002477516],"domain_scores_gemma":[0.9995865,0.000042757016,0.000077726065,0.000111070716,0.00016051283,0.000021433918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029699187,0.000099459336,0.0001377773,0.0002106717,0.000047057292,0.000050377796,0.0003414732,0.000115505754,0.00001947332],"category_scores_gemma":[0.00030293348,0.00008328701,0.00003892084,0.000094336065,0.00009019183,0.00021491057,0.0004851764,0.00016141981,0.0000064732167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038654244,0.0002659536,0.16662587,0.00039351126,0.001118932,0.0028681513,0.0032411404,0.0072157877,0.69449216,0.084024936,0.024364313,0.015002722],"study_design_scores_gemma":[0.00062008743,0.00011599415,0.004306026,0.00010300811,0.0000194137,0.0011193027,0.0003140993,0.00053810776,0.7717407,0.01300938,0.20788112,0.0002327863],"about_ca_topic_score_codex":0.000008955088,"about_ca_topic_score_gemma":0.000001946065,"teacher_disagreement_score":0.18351682,"about_ca_system_score_codex":0.00033092735,"about_ca_system_score_gemma":0.000017604843,"threshold_uncertainty_score":0.33963454},"labels":[],"label_agreement":null}]}