{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"a4827ccfd93a","filters":{"venue":"˜De œDiversis artibus"}},"results":[{"id":"W2534490264","doi":"10.1484/m.dda-eb.5.106663","title":"Science and Technology in East Asia. The Legacy of Joseph Needham","year":2001,"lang":"en","type":"book","venue":"˜De œDiversis artibus","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"East Asia; History; Ancient history; Geography; China; Archaeology","authors":[{"name":"Alain Arrault","is_ca":false},{"name":"Catherine Jami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0246784260992565,"gpt":0.208625076275779,"spread":0.1839466501765225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005703522,0.0001342672,0.0002441097,0.0008517622,0.0004474611,0.00005775813,0.000511885,0.00008402231,0.0006110928],"category_scores_gemma":[0.00008195907,0.00009640805,0.00003273374,0.0002375462,0.006795138,0.0002962836,0.000134688,0.0002572177,0.00006076056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276771,"about_ca_system_score_gemma":0.0007766255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294097,"about_ca_topic_score_gemma":0.0005925171,"domain_scores_codex":[0.9988357,0.00001085517,0.0001844464,0.0002554782,0.0004122103,0.0003012482],"domain_scores_gemma":[0.999309,0.00002690552,0.0001316041,0.0002544606,0.000208518,0.00006948371],"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":[0.00003234442,0.0001252872,0.0005174468,0.0001064569,0.00003777644,0.0001364589,0.1294232,0.000004554012,0.0007812031,0.4318897,0.3989764,0.03796916],"study_design_scores_gemma":[0.0001984144,0.0001357737,0.00007054066,0.0001242507,0.00003038008,0.000009352594,0.0185781,0.00001448265,0.00002017088,0.001951334,0.9787562,0.0001109739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01728357,0.001219649,0.000001185343,0.003704795,0.000399257,0.0001865156,0.00001207836,0.00002908414,0.9771639],"genre_scores_gemma":[0.2341028,0.0002935721,0.00002060453,0.0005085254,0.0003300136,0.000005061866,0.000003219419,0.00001227305,0.764724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5797798,"threshold_uncertainty_score":0.9959078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603101982","doi":"10.1484/m.dda-eb.4.00885","title":"The Canadian Learned Societies in the 19th century","year":2002,"lang":"en","type":"book-chapter","venue":"˜De œDiversis artibus","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"History; Radiochemistry; Political science; Chemistry","authors":[{"name":"Clelia Pighetti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02843333736872498,"gpt":0.2085501175763363,"spread":0.1801167802076113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000710739,0.0001258806,0.0001396773,0.0002466226,0.004662227,0.0007477436,0.0006750122,0.000302116,0.003512047],"category_scores_gemma":[0.00005958261,0.0001168196,0.0001862353,0.00008327927,0.001337739,0.00008859106,0.00003252332,0.0004947402,0.001031502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003484924,"about_ca_system_score_gemma":0.001675632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9427096,"about_ca_topic_score_gemma":0.9994958,"domain_scores_codex":[0.9985742,0.0001043861,0.0001365582,0.0001979575,0.0004780388,0.0005088424],"domain_scores_gemma":[0.9992495,0.000125727,0.00008928487,0.000256141,0.00005554932,0.0002238014],"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":[0.00000269156,0.000004192773,0.00006035285,0.000004687849,0.00002858386,0.00006673005,0.03852236,0.000003235888,7.661222e-8,0.1806356,0.7748125,0.005859039],"study_design_scores_gemma":[0.00006133666,0.000008350309,0.0002829501,0.00001737513,0.00003234414,9.285343e-7,0.004851131,0.000001695984,2.387391e-8,0.004557681,0.9900382,0.0001479582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006187426,0.002938621,1.054818e-7,0.01543945,0.0005046438,0.0001877964,0.000061591,0.00001788847,0.9807881],"genre_scores_gemma":[0.008910384,0.009139463,0.000003770493,0.001822017,0.0004075355,0.000005023115,0.000008369851,0.00001548565,0.9796879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2152258,"threshold_uncertainty_score":0.9997463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609274700","doi":"10.1484/m.dda-eb.4.00970","title":"Les méthodes d'analyse des métaux précieux et les voyages de Martin Frobisher au Canada (1576-1578)","year":2000,"lang":"fr","type":"book-chapter","venue":"˜De œDiversis artibus","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; Humanities","authors":[{"name":"Bernard Allaire","is_ca":false},{"name":"Réginald Auger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04601234521185024,"gpt":0.2386754052599025,"spread":0.1926630600480522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0005963886,0.0008674021,0.0009238605,0.0002686839,0.002102868,0.0002313133,0.0006649428,0.0005131113,0.07076327],"category_scores_gemma":[0.00006568283,0.0008942357,0.0005293185,0.0000477291,0.002725497,0.0002937893,0.0005488547,0.0008640235,0.0003260674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009597967,"about_ca_system_score_gemma":0.001422017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362004,"about_ca_topic_score_gemma":0.9815246,"domain_scores_codex":[0.9961578,0.0004898791,0.0007124266,0.0008158251,0.0004782283,0.001345853],"domain_scores_gemma":[0.9979132,0.0004967939,0.0003317125,0.0005421013,0.0002517877,0.0004644459],"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":[0.0003369526,0.0002245514,0.04523836,0.000514425,0.001330807,0.001300581,0.01687973,0.0006637507,0.00005523751,0.8061159,0.0307424,0.09659728],"study_design_scores_gemma":[0.0005580755,0.0002469796,0.005780462,0.0004014606,0.0008780099,0.00007874302,0.003693407,0.0002290096,0.0001312773,0.02137192,0.9655189,0.001111758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1232495,0.003514645,0.0002082783,0.002822928,0.0004079258,0.0003347679,0.00121287,0.000114823,0.8681343],"genre_scores_gemma":[0.5167779,0.001926965,0.001201759,0.001280936,0.0009333438,0.00002532124,0.0002096413,0.000117862,0.4775263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9347765,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609231887","doi":"10.1484/m.dda-eb.4.00977","title":"Une problématique pour une histoire des infrastructures urbaines à travers le cas de Montréal (1845-1960)","year":2000,"lang":"fr","type":"book-chapter","venue":"˜De œDiversis artibus","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Robert Gagnon","is_ca":false},{"name":"Dany Fougères","is_ca":false},{"name":"Michel Trépanier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01109822910651526,"gpt":0.1942925876119847,"spread":0.1831943585054694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0002909634,0.0004939123,0.0006023841,0.000559081,0.004664104,0.0003059744,0.0006030249,0.0007485431,0.006520092],"category_scores_gemma":[0.00005938851,0.0006835727,0.0004925386,0.0003114039,0.00486361,0.0004190294,0.00007150853,0.0005706964,0.0006666852],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007899321,"about_ca_system_score_gemma":0.002665254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9461159,"about_ca_topic_score_gemma":0.9616334,"domain_scores_codex":[0.9972928,0.0001794387,0.0004673608,0.0005979311,0.0005331023,0.0009294237],"domain_scores_gemma":[0.9983386,0.0001044755,0.000337575,0.0003548092,0.0001558303,0.0007087434],"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":[0.0001808387,0.0001536892,0.0009576993,0.0003286177,0.0005782408,0.001355969,0.1292622,0.003548094,0.000352026,0.5041845,0.1707693,0.1883288],"study_design_scores_gemma":[0.0004901116,0.00008116199,0.007319178,0.0001890594,0.0003214005,0.00005416753,0.002981993,0.00008686482,0.00001447374,0.08375371,0.9040084,0.0006994872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04218552,0.009539603,0.0002596566,0.01730389,0.001056238,0.0006866972,0.0008105609,0.000196574,0.9279613],"genre_scores_gemma":[0.2387258,0.007056186,0.002267763,0.001513579,0.001012578,0.00002176726,0.00008847332,0.0001310697,0.7491828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7332391,"threshold_uncertainty_score":0.9995615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}