{"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":"12235177e754","filters":{"venue":"Water governance - concepts, methods, and practice"}},"results":[{"id":"W2744571020","doi":"10.1007/978-3-319-57801-9","title":"Adaptive Governance of Disaster","year":2017,"lang":"en","type":"book","venue":"Water governance - concepts, methods, and practice","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Corporate governance; Climate change; Environmental planning; Environmental resource management; Natural disaster; Agriculture; Disaster area; Connection (principal bundle); Business; Geography; Political science; Environmental science; Engineering; Ecology; Meteorology; Archaeology","authors":[{"name":"Margot Hurlbert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03950367465213502,"gpt":0.3342198798932308,"spread":0.2947162052410958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650594,0.0003449931,0.0001884726,0.0004057579,0.0007146349,0.003035424,0.0005844463,0.000796116,0.008449289],"category_scores_gemma":[0.001461269,0.0001524978,0.0001908829,0.0006886005,0.00401112,0.00236324,0.002239731,0.001208029,0.0007591618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577984,"about_ca_system_score_gemma":0.001602846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613587,"about_ca_topic_score_gemma":0.002127192,"domain_scores_codex":[0.9997284,0.00009598443,0.000009276953,0.0000570876,0.00006379926,0.00004548388],"domain_scores_gemma":[0.999745,0.00007217274,0.00003416786,0.00007700257,0.00003231856,0.00003935128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004668995,0.000007419,0.000227423,0.00005840255,0.00000754367,0.00003007938,0.0009024395,0.004458834,0.0002167745,0.9225532,0.02768444,0.04384885],"study_design_scores_gemma":[0.000002400356,0.000006799708,0.000614101,0.00009461267,0.000002917958,0.00002762215,0.0006396328,0.001398307,0.0001014296,0.7448215,0.2522859,0.000004683669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01597219,0.0203295,0.06046902,0.02510255,0.001402587,0.00007107814,0.000188911,0.0002072114,0.8762571],"genre_scores_gemma":[0.7750396,0.02243672,0.009539633,0.002432481,0.001606569,0.0001816227,0.0002748354,0.0001178615,0.1883706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008449289,"threshold_uncertainty_score":0.02826566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211169705","doi":"10.1007/978-3-319-57801-9_1","title":"Introduction","year":2017,"lang":"en","type":"book-chapter","venue":"Water governance - concepts, methods, and practice","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Extreme weather; Flood myth; Agriculture; Vulnerability (computing); Adaptive capacity; Climate change; Natural disaster; Natural resource economics; Business; Geography; Order (exchange); Environmental resource management; Agricultural economics; Environmental planning; Environmental science; Economics; Meteorology; Ecology","authors":[{"name":"Margot Hurlbert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1640052217584047,"gpt":0.4307521977860375,"spread":0.2667469760276329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001097518,0.0007744174,0.0005408628,0.00151247,0.001617432,0.004960934,0.001874498,0.002099722,0.5978011],"category_scores_gemma":[0.003750837,0.0002955731,0.0005639204,0.001608502,0.0008204889,0.003768936,0.003161149,0.001971372,0.440448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157766,"about_ca_system_score_gemma":0.002386222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00326993,"about_ca_topic_score_gemma":0.004436433,"domain_scores_codex":[0.9990678,0.00011718,0.00004411636,0.0002285208,0.0004334912,0.0001089167],"domain_scores_gemma":[0.9988353,0.0001910034,0.00004527484,0.0001870344,0.0005221925,0.0002192306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002834032,0.00003860824,0.0001673659,0.0001878415,0.000002839505,0.00005702636,0.000278776,0.00012268,0.0003078817,0.06671168,0.7495674,0.1825294],"study_design_scores_gemma":[0.000001697146,0.000004840523,0.00007886517,0.00006758606,7.603943e-7,0.00002843032,0.00004550158,0.00001427177,0.00004942538,0.004002685,0.9957038,0.000002337297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005237722,0.002779514,0.006349672,0.005394442,0.005137313,0.0001913556,0.003648007,0.001132992,0.9748429],"genre_scores_gemma":[0.00281181,0.00227852,0.003439197,0.002352491,0.001005078,0.0001565267,0.003110856,0.0004393755,0.9844061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4021989,"threshold_uncertainty_score":0.5736879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}