{"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":"180bc67fce41","filters":{"venue":"rita_"}},"results":[{"id":"W32659051","doi":"10.1002/hbm.25130","title":"Concerns Identification in Web Applications.","year":2006,"lang":"en","type":"article","venue":"rita_","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Identification (biology); Computer science; World Wide Web; Data science; Biology","authors":[{"name":"Alessandro Marchetto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00972661688786455,"gpt":0.2371625475785124,"spread":0.2274359306906479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482094,0.00004273188,0.00004791428,0.00007282475,0.00006151231,0.00008143571,0.0002601997,0.00003744702,0.00001766373],"category_scores_gemma":[0.000003695785,0.00004609105,0.00001852429,0.0004051927,0.00001707046,0.0003024155,0.00004251479,0.00006633048,0.0001893877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003547427,"about_ca_system_score_gemma":0.00001718231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008244671,"about_ca_topic_score_gemma":0.0002550608,"domain_scores_codex":[0.9994323,0.00002515082,0.0001584547,0.0001810657,0.0001026335,0.0001004159],"domain_scores_gemma":[0.9996358,0.00002141204,0.00004433474,0.0002534855,0.00002887627,0.0000161468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003693741,0.0001854087,0.002322632,0.0000136453,0.000002669834,0.000002776666,0.0001796527,0.0007085304,0.01306467,0.8417662,0.01153774,0.1302124],"study_design_scores_gemma":[0.0006837476,0.00004023043,0.04006633,0.00002456295,0.000003944364,0.00001141599,0.00002657817,0.1957496,0.01844572,0.1484166,0.5961608,0.0003704603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1333152,0.0006535139,0.8429768,0.001784258,0.0004954066,0.0005075072,0.000003505273,0.000386793,0.01987706],"genre_scores_gemma":[0.9977698,0.00002534092,0.0015506,0.00007269372,0.000166817,0.00006116153,0.000004550533,0.000002588371,0.0003464777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8644546,"threshold_uncertainty_score":0.2434259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389308220","doi":"10.24192/2386-7027(2023)(v20)(06)","title":"Chrysler-Seida, Luis Martínez Feduchi: la formación de una poética constructiva moderna","year":2023,"lang":"es","type":"article","venue":"rita_","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Humanities; Art; Philosophy","authors":[{"name":"Santiago Cifuentes Barrio","is_ca":true},{"name":"Nuno Montenegro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01697010955538652,"gpt":0.2557108147950243,"spread":0.2387407052396378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000240878,0.0004347846,0.0004923192,0.0002793369,0.00182922,0.0004139314,0.0003151709,0.0001386866,0.001197153],"category_scores_gemma":[0.00006228184,0.0003954056,0.0002851943,0.00010163,0.001102369,0.0002368656,0.0002819321,0.0004585349,0.001478877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015266,"about_ca_system_score_gemma":0.0001486208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001961883,"about_ca_topic_score_gemma":0.0001340301,"domain_scores_codex":[0.9978494,0.0001436079,0.0003948168,0.0004459215,0.0003260689,0.0008401572],"domain_scores_gemma":[0.9989049,0.000315716,0.0001226547,0.0003844351,0.00008432407,0.0001880128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001271565,0.0001840294,0.002649676,0.0006368585,0.0006441547,0.0002054001,0.1022908,0.00006531704,0.0004809844,0.6271262,0.2337733,0.03181609],"study_design_scores_gemma":[0.0005520103,0.0001250239,0.001748411,0.0002329043,0.0001280208,0.00003830303,0.004520832,0.0004863683,0.0001104001,0.01386822,0.977656,0.0005335316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4938209,0.002414926,0.00009062707,0.004426177,0.001265519,0.0003885544,0.0004583217,0.0005702043,0.4965648],"genre_scores_gemma":[0.9640238,0.0006805898,0.0001499891,0.0005669353,0.001617974,0.00004062335,0.00003723165,0.00007643885,0.03280647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7438827,"threshold_uncertainty_score":0.9998498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}