{"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":"42df3ef31576","filters":{"venue":"Workshop on Information Technologies and Systems"}},"results":[{"id":"W2887336272","doi":"","title":"A Pan-Asian Field Experiment of Organizational Awareness to Information Security and Preparedness Against Cybercrime","year":2017,"lang":"en","type":"article","venue":"Workshop on Information Technologies and Systems","topic":"Information and Cyber Security","field":"Computer Science","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 British Columbia","funders":"","keywords":"Cybercrime; Preparedness; Information security; Computer security; Field (mathematics); Business; Computer science; Knowledge management; Internet privacy; The Internet; Political science; World Wide Web","authors":[{"name":"Yunsik Choi","is_ca":false},{"name":"Shu He","is_ca":false},{"name":"Gene Moo Lee","is_ca":true},{"name":"C. Leung","is_ca":false},{"name":"Andrew B. Whinston","is_ca":false},{"name":"Yunhui Zhuang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01209496990435344,"gpt":0.2549370759953632,"spread":0.2428421060910098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006929527,0.0007978874,0.0006047906,0.0003941456,0.002576845,0.00226408,0.0008757476,0.001190563,0.007071538],"category_scores_gemma":[0.006358167,0.0007095159,0.0005447468,0.0005850371,0.002333833,0.002686872,0.00205724,0.003024863,0.0007592656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933529,"about_ca_system_score_gemma":0.002262091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003215,"about_ca_topic_score_gemma":0.008059296,"domain_scores_codex":[0.9978501,0.001121267,0.0001399749,0.0004113484,0.0001361651,0.0003411636],"domain_scores_gemma":[0.9852898,0.006591171,0.001701375,0.002585538,0.0010654,0.002766792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1235618,0.4639914,0.1938087,0.0006335169,0.0007334953,0.001009915,0.09677865,0.00187327,0.05928897,0.01187769,0.003455285,0.04298741],"study_design_scores_gemma":[0.01643044,0.2387434,0.5710378,0.0001832558,0.001049426,0.0004740631,0.1224558,0.007057331,0.02100351,0.009929566,0.01124081,0.0003946],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981257,0.000006067882,0.0001568015,0.00004087448,0.0000106514,0.0001317825,0.00003973072,0.000004605542,0.00148361],"genre_scores_gemma":[0.9961952,0.00001721056,0.0005494745,0.000163565,0.00001013271,0.0005068003,0.000121484,0.000006230424,0.002429999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007071538,"threshold_uncertainty_score":0.03664732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2920889567","doi":"","title":"Defining Conceptual Modeling Quality: Towards a Coherent Framework of Understanding","year":2008,"lang":"en","type":"article","venue":"Workshop on Information Technologies and Systems","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Quality (philosophy); Knowledge management; Physics","authors":[{"name":"Chee‐Wee Tan","is_ca":true},{"name":"Eric T.K. Lim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1011798715234048,"gpt":0.295187546070203,"spread":0.1940076745467982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06291191,0.001978434,0.003024559,0.01317965,0.004262549,0.0263377,0.008466921,0.006500182,0.003282677],"category_scores_gemma":[0.1256012,0.00261389,0.003858031,0.007841382,0.01809363,0.04255887,0.01258038,0.009137619,0.0007076892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007450389,"about_ca_system_score_gemma":0.0104738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017663,"about_ca_topic_score_gemma":0.006676441,"domain_scores_codex":[0.9347712,0.02778796,0.01067696,0.005443369,0.01930163,0.002018837],"domain_scores_gemma":[0.8904194,0.04589222,0.01019608,0.0250693,0.02561144,0.00281166],"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":[0.00002490677,0.00006279753,0.001413995,0.0002720215,0.00008477139,0.00006426197,0.002046134,0.003719508,0.0005018926,0.9698784,0.001399035,0.02053226],"study_design_scores_gemma":[0.00002103446,0.00002417008,0.0003619678,0.0003545604,0.00008747308,0.00009836092,0.001582323,0.02294841,0.001093501,0.9635522,0.009841173,0.00003497981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007859051,0.000880449,0.9797338,0.007296593,0.00007505484,0.0001700533,0.0001785474,0.0002703589,0.003536099],"genre_scores_gemma":[0.1931054,0.0009704559,0.8021222,0.0008852459,0.0002173027,0.0004052377,0.0008714608,0.0002987359,0.001123883],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06291191,"threshold_uncertainty_score":0.332714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}