{"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":"3606b194f093","filters":{"venue":"Informatio"}},"results":[{"id":"W3036005242","doi":"10.35643/info.25.1.5","title":"Pseudangelia - Pseudangelos: sobre mensajes falsos y mensajeros en la antigua Grecia","year":2020,"lang":"es","type":"article","venue":"Informatio","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of South Australia","keywords":"Context (archaeology); Metis; Philosophy; Humanities; Literature; Art; History; Computer science; Archaeology; World Wide Web","authors":[{"name":"Rafael Capurro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01950084372293141,"gpt":0.285392911185691,"spread":0.2658920674627596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008839268,0.0005180012,0.0006777124,0.0001280784,0.001163978,0.0007326346,0.0008342586,0.0004480458,0.0004811664],"category_scores_gemma":[0.0006357374,0.0005109186,0.0003218174,0.0009016821,0.0007194162,0.001831452,0.000435945,0.0006420774,0.002953727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455366,"about_ca_system_score_gemma":0.0003137586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008221485,"about_ca_topic_score_gemma":0.0003725034,"domain_scores_codex":[0.9962944,0.0004280196,0.000889638,0.0003955069,0.001139559,0.0008528961],"domain_scores_gemma":[0.9980862,0.0004417871,0.0004362987,0.000331282,0.0002659715,0.0004384802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009787239,0.0001346707,0.002377628,0.0005594467,0.0005266762,0.00004568828,0.7055107,0.00003009858,0.0001161343,0.0447389,0.1895654,0.05629669],"study_design_scores_gemma":[0.0009088478,0.0001616374,0.003828929,0.0002031877,0.0001470051,0.000007728107,0.06411406,0.0003354907,0.000296402,0.0008194935,0.9284268,0.0007504027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2416798,0.001409347,0.0001030312,0.04853199,0.001426506,0.001385044,0.0006228428,0.0007752713,0.7040662],"genre_scores_gemma":[0.9888302,0.00367319,0.0003471202,0.004654731,0.001370084,0.00005318904,0.00004960281,0.00004044292,0.0009814609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7471504,"threshold_uncertainty_score":0.9997342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413006889","doi":"10.35643/info.30.1.10","title":"Cultural &amp; Knowledge Spaces: the Immersive Museums as a Challenge for KO and the Digital Humanities","year":2025,"lang":"en","type":"article","venue":"Informatio","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dominican University College","funders":"","keywords":"Digital humanities; Sociology; Humanities; Art","authors":[{"name":"Fadoua Boulakal","is_ca":true},{"name":"Widad Mustafa El Hadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03452844402801621,"gpt":0.3317712701017847,"spread":0.2972428260737685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000224056,0.00007691539,0.000105306,0.00002100268,0.001254859,0.00030834,0.0001701041,0.00003955841,0.000009539242],"category_scores_gemma":[0.000400569,0.00003537969,0.00006237174,0.00008673214,0.0008169647,0.00051917,0.00006738024,0.00007414602,0.00005124105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002776818,"about_ca_system_score_gemma":0.00007834729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429873,"about_ca_topic_score_gemma":0.002907657,"domain_scores_codex":[0.9995288,0.00002382689,0.0001227468,0.0000512196,0.0001062741,0.0001671526],"domain_scores_gemma":[0.999368,0.0003545637,0.00005812335,0.00007390992,0.0001254664,0.00001991447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001376891,0.000003938088,0.00001470851,0.00001711434,0.00004286988,3.449105e-8,0.6553375,9.844891e-8,1.340301e-7,0.3097239,0.02993105,0.004914822],"study_design_scores_gemma":[0.0002732278,0.000007214981,0.00004565243,0.00001429537,0.00001396935,2.265603e-7,0.3869466,0.000001465871,0.000002035192,0.002394003,0.6102668,0.00003449748],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006030827,0.002310102,0.00004937124,0.02207372,0.0003415157,0.0006373157,0.00001276389,0.00002681221,0.9685175],"genre_scores_gemma":[0.9556007,0.0008298403,0.0000195338,0.00114292,0.0002967057,0.0001978802,0.00001150579,0.000002860228,0.04189804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9495699,"threshold_uncertainty_score":0.9651486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413006911","doi":"10.35643/info.30.1.11","title":"Big data, dementia prediction and knowledge organization","year":2025,"lang":"en","type":"article","venue":"Informatio","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Dementia; Big data; Data science; Computer science; Knowledge management; Psychology; Medicine; Data mining","authors":[{"name":"D. Grant Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02574233217063276,"gpt":0.2831828210117283,"spread":0.2574404888410955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328794,0.00005028173,0.00004898186,0.000122125,0.0001459389,0.0001468071,0.0004511571,0.00003620693,0.000006080661],"category_scores_gemma":[0.0001591445,0.00004923059,0.000003644911,0.0005015711,0.00001156271,0.001024269,0.0005634877,0.00008701628,0.00005154735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002121825,"about_ca_system_score_gemma":0.0001276604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003801093,"about_ca_topic_score_gemma":0.00002043209,"domain_scores_codex":[0.999503,0.00002789498,0.0001900105,0.0001115834,0.00007894137,0.0000885707],"domain_scores_gemma":[0.9993129,0.00003554038,0.00005366839,0.0004577137,0.0001120082,0.00002821778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001252756,0.00001666262,0.150122,0.0002928827,0.00002941075,3.354786e-7,0.004264166,0.000176236,0.00001765873,0.05123406,0.02321579,0.7706295],"study_design_scores_gemma":[0.0002997656,0.00002481138,0.245908,0.0000586987,0.00001108249,0.000007817363,0.00005685342,0.5626501,0.0001363988,0.0006386598,0.1901074,0.0001003941],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01261683,0.0002875162,0.9652727,0.001536993,0.001272434,0.000180855,0.000009893836,0.0003591696,0.01846362],"genre_scores_gemma":[0.9889243,0.00002709684,0.00999622,0.0005347349,0.00007494962,0.000004227824,0.000133856,0.000003307142,0.0003013333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9763075,"threshold_uncertainty_score":0.2007565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}