{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"603cac09a957","filters":{"venue":"Journal of Critical Infrastructure Policy"}},"results":[{"id":"W4312281847","doi":"10.18278/jcip.3.1.6","title":"Winter Storm Uri: Resource Loss and Psychosocial Outcomes of Critical Infrastructure Failure in Texas","year":2022,"lang":"en","type":"article","venue":"Journal of Critical Infrastructure Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Storm; Psychosocial; Critical infrastructure; Resource (disambiguation); Psychology; Geography; Political science; Psychiatry; Meteorology; Computer science","authors":[{"name":"Liesel A. Ritchie","is_ca":false},{"name":"Duane A. Gill","is_ca":false},{"name":"Kathryn E. Hamilton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009093662580185258,"gpt":0.3401868559430082,"spread":0.331093193362823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003327245,0.0001480461,0.0001133097,0.0004191158,0.0008146394,0.0005326149,0.0002313046,0.0002455846,0.00136457],"category_scores_gemma":[0.001359614,0.00009652802,0.0001596551,0.0004744326,0.0005600412,0.0003723676,0.0008228873,0.0006175284,0.00009051521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009243204,"about_ca_system_score_gemma":0.0006589404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02876987,"about_ca_topic_score_gemma":0.04763705,"domain_scores_codex":[0.9998251,0.00004742928,0.0000101536,0.00002105965,0.00002677563,0.00006948581],"domain_scores_gemma":[0.9987662,0.0001376307,0.0005848666,0.00003263776,0.00008043454,0.0003983001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004993451,0.0002032536,0.9951257,0.000007503407,0.00001577018,0.0001035268,0.002122215,0.000147143,0.0001889989,0.00005909603,0.0002965993,0.001680298],"study_design_scores_gemma":[0.000001197573,0.00005012256,0.996049,0.000003730539,0.000002446841,0.00002974144,0.003599968,0.00009054678,0.00002612693,0.0000202369,0.0001245045,0.000002261953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997134,0.000009935613,0.000008214593,0.0000692917,0.000001402027,0.000002198533,0.00003065043,3.785494e-7,0.0001646045],"genre_scores_gemma":[0.9998037,0.00002263506,0.00001024941,0.00001765603,0.000002947694,0.000003382966,0.0000485045,2.808063e-7,0.00009063389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02876987,"threshold_uncertainty_score":0.05720484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045039742","doi":"10.18278/jcip.1.1.3","title":"A Framework for Healthcare Resilience During Widespread Electrical Power Loss","year":2020,"lang":"en","type":"article","venue":"Journal of Critical Infrastructure Policy","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Resilience (materials science); Health care; Power (physics); Business; Materials science; Economics; Physics; Economic growth","authors":[{"name":"Tara Kirk Sell","is_ca":false},{"name":"Onora Lien","is_ca":true},{"name":"Eric Toner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06035385628581939,"gpt":0.5151371359327839,"spread":0.4547832796469645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01876658,0.001255953,0.0004830574,0.002969513,0.008042742,0.01046115,0.003595722,0.007810921,0.006329113],"category_scores_gemma":[0.01015552,0.0004979937,0.001708887,0.001545905,0.02716721,0.01125347,0.01414995,0.006455004,0.001025873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359645,"about_ca_system_score_gemma":0.02901285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630292,"about_ca_topic_score_gemma":0.02405287,"domain_scores_codex":[0.9882302,0.007199081,0.0004814336,0.001136727,0.001116316,0.00183617],"domain_scores_gemma":[0.9933669,0.002415127,0.0005921701,0.0005749733,0.00124255,0.001808271],"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":[0.000004393833,0.00001875477,0.0002575698,0.00003478648,0.000005130654,0.0001522588,0.002833983,0.002321143,0.00006179506,0.9886226,0.003244805,0.00244279],"study_design_scores_gemma":[0.00003205007,0.00007222602,0.0006773127,0.0004445012,0.00001611035,0.0002714021,0.01363901,0.007765855,0.000132358,0.8503889,0.1265041,0.00005621724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01526131,0.002634775,0.4039352,0.1876492,0.001689835,0.001276936,0.0003181668,0.0004711928,0.3867634],"genre_scores_gemma":[0.7547998,0.002570404,0.200531,0.01136736,0.0006170047,0.002087908,0.0002859635,0.0001424979,0.02759806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02630292,"threshold_uncertainty_score":0.09924835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210342828","doi":"10.18278/jcip.2.2.3","title":"Incentivizing Good Governance Beyond Regulatory Minimums: The Civil Nuclear Sector","year":2021,"lang":"en","type":"article","venue":"Journal of Critical Infrastructure Policy","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"John D. and Catherine T. MacArthur Foundation; Bruce Power; Carnegie Corporation of New York","keywords":"Corporate governance; Business; Civil society; Public administration; Political science; Finance; Law","authors":[{"name":"Debra K. Decker","is_ca":false},{"name":"Kathryn Rauhut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005449563604940364,"gpt":0.232654875477016,"spread":0.2272053118720756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01855647,0.0002916891,0.0002893989,0.0009677389,0.005806566,0.009991005,0.001140785,0.004701379,0.005177106],"category_scores_gemma":[0.02399506,0.0003328162,0.0006102174,0.00120686,0.01157167,0.008355917,0.008775703,0.006195473,0.0005662132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01009868,"about_ca_system_score_gemma":0.02064018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009871369,"about_ca_topic_score_gemma":0.01132171,"domain_scores_codex":[0.9852646,0.008231003,0.0002534485,0.0009110264,0.00168815,0.003651756],"domain_scores_gemma":[0.9493727,0.03218837,0.005709835,0.003914848,0.003200747,0.005613451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001982782,0.0008395396,0.03648439,0.0004270501,0.00006507802,0.001676073,0.0454999,0.00476032,0.002757667,0.8196188,0.01558427,0.0720887],"study_design_scores_gemma":[0.0003153635,0.0006229311,0.07775959,0.001535186,0.00009864176,0.0006447512,0.1577432,0.009145874,0.004226658,0.4401834,0.3075069,0.0002173913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6785855,0.00177353,0.01574867,0.1210779,0.0003120988,0.0002895249,0.00007588628,0.0001122742,0.1820246],"genre_scores_gemma":[0.9919268,0.0004037199,0.0007786241,0.004792856,0.00003233442,0.00003895908,0.00001053024,0.00001425273,0.002001897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01855647,"threshold_uncertainty_score":0.0981372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}