{"meta":{"query_hash":"709e140e1413","filters":{"venue":"Journal Os Southern Institute of Metallurgy"},"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/709e140e1413","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+Os+Southern+Institute+of+Metallurgy"},"results":[{"id":"W2350822606","doi":"","title":"Discussion on Calculation of Water Supply Design Flow Design Load for Residential Quarter","year":2003,"lang":"en","type":"article","venue":"Journal Os Southern Institute of Metallurgy","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Flow (mathematics); Water consumption; Environmental science; Consumption (sociology); Water supply; Engineering; Environmental engineering; Mathematics; Geography","score_opus":0.020651871443964347,"score_gpt":0.21244600944936923,"score_spread":0.19179413800540487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350822606","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01661015,0.000055855435,0.98149616,0.000056780897,0.0012015197,0.00033862772,0.0000069683506,0.00002457596,0.00020938343],"genre_scores_gemma":[0.94977343,0.000011018145,0.04923554,0.0000066537627,0.00017086203,0.000014433842,0.000008726226,0.000038835846,0.0007404967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860096,0.00012624437,0.00060487865,0.00011924865,0.00033777836,0.00021091902],"domain_scores_gemma":[0.9994368,0.000023692706,0.00014333417,0.00015942565,0.00016507822,0.00007165239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008305214,0.00017123799,0.00031201454,0.00015523637,0.00009109549,0.00004197834,0.00011178388,0.00011513427,0.00008419183],"category_scores_gemma":[0.00004513046,0.00009660122,0.00017877786,0.000069544025,0.000028985309,0.00028833994,0.000005817842,0.00010993769,0.000023239474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013596124,0.000035546967,0.000011832398,0.00006292031,0.00011911325,0.0000049382015,0.0022038603,0.9794659,0.0163138,0.0000796775,0.0011201553,0.00044626778],"study_design_scores_gemma":[0.005536214,0.00094343774,0.00009979288,0.00069399225,0.0003939899,0.00014120212,0.0005242905,0.54920894,0.412245,0.0018625234,0.02758642,0.00076420046],"about_ca_topic_score_codex":0.000012785558,"about_ca_topic_score_gemma":0.000016218091,"teacher_disagreement_score":0.9331633,"about_ca_system_score_codex":0.000076349126,"about_ca_system_score_gemma":0.000050023184,"threshold_uncertainty_score":0.39392838},"labels":[],"label_agreement":null}]}