{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6056b97afbd5","filters":{"venue":"The international journal hydropower & dams"}},"results":[{"id":"W30800806","doi":"10.15766/mep_2374-8265.10604","title":"Experience with upgrading Pelton units at Bridge River, BC, Canada","year":2004,"lang":"en","type":"article","venue":"The international journal hydropower & dams","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Cartography; Civil engineering; Hydrology (agriculture); Geography; Engineering; Environmental science; Architectural engineering; Geotechnical engineering","authors":[{"name":"Gleb Frank","is_ca":false},{"name":"J. Iosfin","is_ca":false},{"name":"Étienne Parkinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01584747064405501,"gpt":0.2233512978171266,"spread":0.2075038271730716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276793,0.0001498389,0.0001167301,0.00009067161,0.0003296964,0.0002831857,0.0007479595,0.00002067064,0.0004886585],"category_scores_gemma":[0.00001304799,0.0001004946,0.00004248949,0.0001365544,0.000123248,0.0008331883,0.0001013534,0.0001825776,0.0001014756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532589,"about_ca_system_score_gemma":0.0001716929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4412972,"about_ca_topic_score_gemma":0.3795915,"domain_scores_codex":[0.9989312,0.000002849792,0.00023939,0.0001372451,0.0004280006,0.0002613643],"domain_scores_gemma":[0.9994462,0.00001581523,0.0002164427,0.0001333543,0.0001602052,0.00002804081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002504493,0.0005454478,0.5630656,0.00008571375,0.002198017,0.003553812,0.02605959,0.08351568,0.004447417,0.1114391,0.193214,0.00937109],"study_design_scores_gemma":[0.002511446,0.00002660764,0.1309192,0.0002326088,0.00007663237,0.0008753196,0.001121696,0.0009104756,0.001262713,0.004015984,0.8573876,0.0006596718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809788,0.00005532468,0.0001535413,0.005019913,0.001496218,0.0000559019,0.000005622091,0.00002569493,0.01220898],"genre_scores_gemma":[0.9943938,0.00002656868,0.00001278977,0.002771806,0.001339118,0.000002578961,0.00001412672,0.00001891386,0.001420353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6641735,"threshold_uncertainty_score":0.6317294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W976178352","doi":"","title":"The Churchill weir mitigation project in Manitoba","year":2004,"lang":"en","type":"article","venue":"The international journal hydropower & dams","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Weir; Cartography; Hydrology (agriculture); Geography; Geology; Geotechnical engineering","authors":[{"name":"J. W. Markowsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01984513460517591,"gpt":0.2661701056167775,"spread":0.2463249710116016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005250337,0.0000802662,0.00006705157,0.00001398408,0.000524007,0.0001469103,0.0005969751,0.00003594729,0.00008734495],"category_scores_gemma":[0.00008400858,0.00002209748,0.00006642296,0.0001360803,0.000130139,0.0001430551,0.00008611604,0.0002617161,0.00006167179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029664,"about_ca_system_score_gemma":0.0000263018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004104378,"about_ca_topic_score_gemma":0.01197453,"domain_scores_codex":[0.9991414,0.0000731621,0.0002345776,0.0000996829,0.0002908354,0.0001603368],"domain_scores_gemma":[0.9994345,0.000245719,0.0001272485,0.00003602471,0.0001356669,0.00002082527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00174478,0.001601106,0.3501003,0.00000656864,0.001463551,0.0004614178,0.008842156,0.002482917,0.07303499,0.09178744,0.07241737,0.3960574],"study_design_scores_gemma":[0.0007994428,0.0002176774,0.6999066,0.00006672238,0.00001471871,0.0004743056,0.004932516,0.0001239553,0.001404567,0.07713056,0.2146988,0.0002301538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311866,0.0002165383,0.000006209445,0.06455802,0.0007278051,0.0001071662,0.000004262001,0.00001380315,0.003179614],"genre_scores_gemma":[0.9971645,0.0003501173,0.00001148328,0.001423132,0.0004846608,0.00001295466,0.000006273805,6.902218e-7,0.000546155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3958272,"threshold_uncertainty_score":0.668207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}