{"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":"9929097f629d","filters":{"venue":"Scholia : Studies in Classical Antiquity"}},"results":[{"id":"W2280889937","doi":"","title":"A companion to the Roman Army, Paul Erdkamp (Ed.) : book reviews","year":2008,"lang":"en","type":"article","venue":"Scholia : Studies in Classical Antiquity","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reign; Emperor; History; Reading (process); Classics; Period (music); Statement (logic); Ancient history; Law; Art; Political science; Politics","authors":[{"name":"Lawrence Keppie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1598383814400759,"gpt":0.4176508477869931,"spread":0.2578124663469171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002918462,0.0004504402,0.001168212,0.0001239185,0.003308732,0.00008794554,0.001123845,0.0001929026,0.0001274112],"category_scores_gemma":[0.005603588,0.0002980255,0.0003530261,0.001298322,0.00361849,0.0003795698,0.001447166,0.001026656,0.0007316558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060189,"about_ca_system_score_gemma":0.0001511384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002858255,"about_ca_topic_score_gemma":0.01454921,"domain_scores_codex":[0.9946141,0.001292944,0.0009044888,0.0008672127,0.001105234,0.001216065],"domain_scores_gemma":[0.9974589,0.001049066,0.0002245879,0.0006592355,0.0002621305,0.0003460861],"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":[0.00004994219,0.0003789171,0.01226146,0.00005764967,0.00008560697,0.00007455254,0.02095927,0.00000414047,0.00004556701,0.01314828,0.947566,0.005368661],"study_design_scores_gemma":[0.00033373,0.0001105429,0.03391425,0.0002304386,0.00003306468,0.000006406679,0.003322916,0.00002005693,0.00002721315,0.001439009,0.9601625,0.0003999332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3499509,0.03769781,0.0001529334,0.5569602,0.003862687,0.00394657,0.00004572484,0.0005382429,0.04684497],"genre_scores_gemma":[0.8605617,0.08222345,0.0005736704,0.01117387,0.00236958,0.0004408699,0.000004813103,0.00004626624,0.0426058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5457863,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265246280","doi":"","title":"Classics in the Democratic Republic of Congo : in the universities","year":2001,"lang":"en","type":"article","venue":"Scholia : Studies in Classical Antiquity","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Democracy; Quarter (Canadian coin); Situated; Geography; Population; The Republic; Capital (architecture); Political science; Economic history; Ancient history; Economic growth; Socioeconomics; Development economics; History; Demography; Archaeology; Law; Sociology; Politics; Economics","authors":[{"name":"Dudu Musway","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1275280278111132,"gpt":0.4241458457398561,"spread":0.2966178179287429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004177014,0.0001080595,0.0002985848,0.0001388401,0.0005839689,0.00006517359,0.0006066603,0.0001047884,0.00002835134],"category_scores_gemma":[0.0009104413,0.00006932823,0.00006376974,0.001277686,0.001388166,0.0003496798,0.0001084719,0.0005091908,0.000003779889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838732,"about_ca_system_score_gemma":0.0003520565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367293,"about_ca_topic_score_gemma":0.2906217,"domain_scores_codex":[0.9972016,0.00122166,0.0004013698,0.0002143417,0.0005718183,0.0003892026],"domain_scores_gemma":[0.9985719,0.0008941007,0.000125496,0.0002437652,0.0001280797,0.00003666358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000331831,0.0003403663,0.5299937,0.00006975135,0.00001448202,0.00003588284,0.199312,0.000006922895,0.000003490766,0.2532838,0.01636389,0.0005425392],"study_design_scores_gemma":[0.0003944517,0.00007008007,0.6510051,0.00007420983,0.00001300601,0.00000164524,0.2753465,0.000068922,0.000001537788,0.05706718,0.01584883,0.0001085137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464607,0.000551822,0.000009822571,0.02966382,0.0002441921,0.0003286707,0.000002668126,0.00001300572,0.02272527],"genre_scores_gemma":[0.9921773,0.005725281,0.00002240521,0.0007909914,0.0001584065,0.00001368409,0.000001224722,0.000003181148,0.001107507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2872544,"threshold_uncertainty_score":0.7223226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}