{"meta":{"query_hash":"d5411632a482","filters":{"venue":"Water and Energy International"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/d5411632a482","api":"https://metacan.xera.ac/api/v1/cohort?venue=Water+and+Energy+International"},"results":[{"id":"W2226634635","doi":"","title":"Chamera Hydroelectric Project stage-II (3×100 MW) design of Dam spillway","year":2004,"lang":"en","type":"article","venue":"Water and Energy International","topic":"Hydraulic flow and structures","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":"Hydroelectricity; Spillway; Stage (stratigraphy); Hydrology (agriculture); Hydro power; Quarter (Canadian coin); Head (geology); Engineering; Environmental science; Geography; Water resource management; Geology; Archaeology; Geotechnical engineering; Geomorphology","score_opus":0.009131593477478559,"score_gpt":0.20790502654913587,"score_spread":0.19877343307165732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226634635","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60381424,0.0003462494,0.21147962,0.0005919397,0.00023401857,0.0034505925,0.0032133076,0.0021319473,0.1747381],"genre_scores_gemma":[0.8847937,0.00016663373,0.04738795,0.00005554307,0.000018097886,0.00070449314,0.0008133601,0.00010606653,0.06595409],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996928,0.000040448704,0.000010228781,0.0000432053,0.00011037563,0.00010298988],"domain_scores_gemma":[0.9998313,0.000007723491,0.0000152198545,0.000013407414,0.000059314007,0.00007295901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020113318,0.00053639093,0.00025465048,0.0005760797,0.0008949844,0.0009431388,0.00060777203,0.00049381726,0.020211633],"category_scores_gemma":[0.00018707968,0.00023888152,0.0003871211,0.00031551902,0.00031425696,0.0003931316,0.0006672048,0.0004645138,0.0023445438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028560713,0.00084931566,0.024538146,0.0009923702,0.00008222924,0.001980117,0.0008242384,0.2511461,0.28030774,0.051102865,0.030980246,0.35434052],"study_design_scores_gemma":[0.0010519929,0.011155933,0.12401106,0.00028864434,0.00022048938,0.0029329152,0.0022611876,0.21085797,0.18583605,0.012621455,0.44834316,0.0004190585],"about_ca_topic_score_codex":0.0065730237,"about_ca_topic_score_gemma":0.017785763,"teacher_disagreement_score":0.020211633,"about_ca_system_score_codex":0.0011394308,"about_ca_system_score_gemma":0.0027772419,"threshold_uncertainty_score":0.067614675},"labels":[],"label_agreement":null},{"id":"W2477578314","doi":"","title":"Large Scale Reclamation of waterlogged saline soils in chambal command area, Rajasthan","year":2016,"lang":"en","type":"article","venue":"Water and Energy International","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":1,"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":"Waterlogging (archaeology); Drainage; Land reclamation; Soil salinity; Salinity; Environmental science; DNS root zone; Agriculture; Saline; Hydrology (agriculture); Crop; Soil water; Agronomy; Engineering; Geology; Soil science; Biology; Oceanography; Ecology; Geotechnical engineering","score_opus":0.013194960293221392,"score_gpt":0.2041509120971426,"score_spread":0.1909559518039212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477578314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983133,0.000058648522,0.00022192227,0.000020951979,0.0000036060271,0.00011159378,0.000051772444,0.000028203112,0.0011899414],"genre_scores_gemma":[0.9948655,0.00012538336,0.0014860649,0.00001641732,0.0000027021765,0.0000700106,0.00018496702,0.000004901617,0.0032441542],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999811,0.000025473846,0.000007948774,0.000039557064,0.00006131816,0.000054709926],"domain_scores_gemma":[0.9998367,0.000017835566,0.000023146182,0.00001814993,0.0000572262,0.0000469257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330163,0.00032731364,0.00033209793,0.0006334353,0.0011206175,0.0005701717,0.0009352936,0.00025901967,0.0008907121],"category_scores_gemma":[0.00022138389,0.00016252488,0.00027436283,0.0008048886,0.00051713194,0.00024157345,0.0006093154,0.00031812023,0.00017518025],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010849964,0.002078238,0.10511671,0.0009721574,0.000134046,0.007630307,0.008280424,0.010987144,0.68790925,0.0015362581,0.0014204041,0.17284998],"study_design_scores_gemma":[0.00022785821,0.008367487,0.8216191,0.000058799316,0.00017394054,0.0025142701,0.017450418,0.01314606,0.10202601,0.0006932916,0.033564363,0.00015835684],"about_ca_topic_score_codex":0.10228859,"about_ca_topic_score_gemma":0.18840468,"teacher_disagreement_score":0.10228859,"about_ca_system_score_codex":0.0019522839,"about_ca_system_score_gemma":0.0055461866,"threshold_uncertainty_score":0.20338643},"labels":[],"label_agreement":null},{"id":"W2992097464","doi":"","title":"Hydropower development in India","year":2013,"lang":"en","type":"article","venue":"Water and Energy International","topic":"South Asian Studies and Conflicts","field":"Social Sciences","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":"Economic shortage; Nameplate capacity; Hydropower; China; Agricultural economics; Investment (military); Engineering; Geography; Environmental protection; Electricity generation; Power (physics); Economics; Political science; Archaeology; Government (linguistics); Electrical engineering","score_opus":0.008740667515600273,"score_gpt":0.23851425941436907,"score_spread":0.2297735918987688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992097464","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16581644,0.009775415,0.0010900002,0.0141610075,0.00074044015,0.00010632043,0.0032650817,0.00058213563,0.80446315],"genre_scores_gemma":[0.8749109,0.013142987,0.0010393022,0.0025481505,0.00027273735,0.000070424925,0.0021553263,0.00006986328,0.10579028],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998117,0.000015834288,0.000011949225,0.00002092304,0.00004620426,0.00009340827],"domain_scores_gemma":[0.9997011,0.000037823622,0.000043368884,0.00003138381,0.00008191162,0.00010448009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012257203,0.00021245745,0.00011999393,0.0011479318,0.001344487,0.0020360616,0.0005148575,0.00027053745,0.017765032],"category_scores_gemma":[0.0003672862,0.00015409307,0.00022107379,0.0020689385,0.0005722064,0.0006811445,0.0015499243,0.0007281996,0.0030035262],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017255059,0.00027435194,0.054672457,0.0021772631,0.00007463746,0.017764552,0.0074754115,0.002635167,0.00857287,0.27409697,0.28062588,0.351458],"study_design_scores_gemma":[0.000018469882,0.000057539244,0.07310619,0.0002825555,0.000018437888,0.0029808767,0.0042153,0.00046428942,0.0012710476,0.00480999,0.9127388,0.00003656113],"about_ca_topic_score_codex":0.020139776,"about_ca_topic_score_gemma":0.029039886,"teacher_disagreement_score":0.020139776,"about_ca_system_score_codex":0.0022211464,"about_ca_system_score_gemma":0.004627721,"threshold_uncertainty_score":0.059430003},"labels":[],"label_agreement":null},{"id":"W2994335366","doi":"","title":"Effective management of turnkey execution of Chamera Hydroelectric Project, stage-II – Contractual aspects","year":2004,"lang":"en","type":"article","venue":"Water and Energy International","topic":"South Asian Studies and Conflicts","field":"Social Sciences","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":"Turnkey; Hydroelectricity; Schedule; Business; Project management; Operations management; Stage (stratigraphy); Corporation; Situated; Engineering management; Engineering; Finance; Management; Computer science; Economics; Systems engineering; Biology; Telecommunications","score_opus":0.008564159895198025,"score_gpt":0.2620390706335605,"score_spread":0.2534749107383625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994335366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9119,0.00041455484,0.0054219,0.0016415402,0.000060242786,0.00091175584,0.00006877173,0.00006409668,0.07951715],"genre_scores_gemma":[0.9841978,0.00013491417,0.0019183842,0.000049457565,0.000011351257,0.00017026879,0.000046295794,0.00000814482,0.013463347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778,0.0005727836,0.00008231923,0.0001389933,0.00039844983,0.001027469],"domain_scores_gemma":[0.9970469,0.00040436155,0.0005519074,0.00016588667,0.00043984712,0.0013911566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019895043,0.00029928944,0.00013633592,0.0006092161,0.004701676,0.0020933931,0.0008776263,0.00072952313,0.0044385414],"category_scores_gemma":[0.0032076614,0.00017449707,0.00010931891,0.00044333658,0.00129625,0.0007985869,0.0029282141,0.00085504557,0.00048735557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010835159,0.0015452026,0.14877096,0.0006555763,0.00006429925,0.011289769,0.06644472,0.009938213,0.046883415,0.05835513,0.022296386,0.6326727],"study_design_scores_gemma":[0.00008093167,0.0030159974,0.4848717,0.00035024135,0.00004282651,0.0039038968,0.22086914,0.0049176547,0.016692389,0.009019472,0.25609142,0.00014444164],"about_ca_topic_score_codex":0.010887585,"about_ca_topic_score_gemma":0.026145583,"teacher_disagreement_score":0.010887585,"about_ca_system_score_codex":0.0026279194,"about_ca_system_score_gemma":0.011652506,"threshold_uncertainty_score":0.021648467},"labels":[],"label_agreement":null}]}