{"meta":{"query_hash":"52131d9d3bf9","filters":{"venue":"Reti medievali e-book"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/52131d9d3bf9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Reti+medievali+e-book"},"results":[{"id":"W3217591770","doi":"10.36253/978-88-5518-423-6.13","title":"Fazioni e popolo in una provincia del dominio pontificio fra XIII e XIV secolo","year":2021,"lang":"en","type":"book-chapter","venue":"Reti medievali e-book","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statute; Politics; State (computer science); Order (exchange); Political science; Humanities; Government (linguistics); Law; History; Art; Philosophy; Business; Mathematics","score_opus":0.027080540777266064,"score_gpt":0.2946087472871798,"score_spread":0.2675282065099137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217591770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84924763,0.009647319,0.00023566958,0.0016452819,0.00008269049,0.000018968563,0.00033286723,0.00004288646,0.13874666],"genre_scores_gemma":[0.98136383,0.0011637378,0.00024993074,0.000099334364,0.000033246357,0.000014451168,0.00011136736,0.0000079138235,0.01695625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982435,0.000036056335,0.00000347811,0.000030188921,0.000025640216,0.00008030534],"domain_scores_gemma":[0.99989676,0.000027697073,0.00002229044,0.000012505961,0.000016458464,0.000024290928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024157367,0.00015401668,0.00021408687,0.0009936932,0.0019413067,0.0016901443,0.00025490092,0.00031266082,0.0044805123],"category_scores_gemma":[0.00050837063,0.000100291356,0.00008959975,0.0016057786,0.0014660277,0.00035443177,0.00083002454,0.000456718,0.00026732296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033490724,0.00015152214,0.2434847,0.000617336,0.0000777234,0.0047430512,0.14699091,0.0005801407,0.004056246,0.35016257,0.029715853,0.21908507],"study_design_scores_gemma":[0.00002913599,0.00005050266,0.5084651,0.00025645655,0.00002270399,0.000938953,0.016906472,0.00019872894,0.0004050086,0.004287491,0.46841788,0.000021563626],"about_ca_topic_score_codex":0.06532558,"about_ca_topic_score_gemma":0.15513334,"teacher_disagreement_score":0.06532558,"about_ca_system_score_codex":0.0022925,"about_ca_system_score_gemma":0.0009113286,"threshold_uncertainty_score":0.12989068},"labels":[],"label_agreement":null},{"id":"W4405281151","doi":"10.36253/979-12-215-0530-6.07","title":"The Formation of Medieval Territories in Mountain areas. A perspective from archaeology and written records at Caramulo (Lafões, central-northern Portugal)","year":2024,"lang":"en","type":"book-chapter","venue":"Reti medievali e-book","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences","keywords":"Settlement (finance); Archaeology; Geography; Documentation; Scale (ratio); Middle Ages; Rural settlement; Perspective (graphical); History; Rural area; Cartography; Political science","score_opus":0.012750952051441994,"score_gpt":0.21981972476690617,"score_spread":0.20706877271546417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405281151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93053865,0.012237777,0.00041831142,0.0004454973,0.000024843992,0.000022830416,0.0004928401,0.000013992696,0.05580524],"genre_scores_gemma":[0.99412125,0.0020905347,0.00033868777,0.000024008612,0.000019204015,0.000011314927,0.00016865617,0.000007782935,0.0032185344],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962234,0.00017289686,0.000021377979,0.000071359835,0.000051344963,0.000060716364],"domain_scores_gemma":[0.9993292,0.0002941609,0.00022199667,0.00007221563,0.000031996846,0.000050469185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062954286,0.00012561904,0.00013111091,0.0014661534,0.0020197982,0.0024554608,0.00042067067,0.0002871625,0.0015710368],"category_scores_gemma":[0.0013027473,0.00026766217,0.00008489811,0.002185309,0.0036440368,0.0011959323,0.001039124,0.0004276516,0.00012625889],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014668012,0.000056213627,0.10214002,0.0006791708,0.0000329569,0.0030445333,0.687358,0.00047089448,0.002464276,0.042820614,0.0038670965,0.15691945],"study_design_scores_gemma":[0.000007204671,0.00004765284,0.79291284,0.00063222507,0.000014716927,0.0022405349,0.120007694,0.00015860121,0.00038544196,0.0013171564,0.0822552,0.000020701513],"about_ca_topic_score_codex":0.028928591,"about_ca_topic_score_gemma":0.124878004,"teacher_disagreement_score":0.028928591,"about_ca_system_score_codex":0.0012704966,"about_ca_system_score_gemma":0.0005921244,"threshold_uncertainty_score":0.05752039},"labels":[],"label_agreement":null},{"id":"W4412578832","doi":"10.36253/979-12-215-0705-8","title":"Socio-Economic Inequalities during the Conjuncture of the Fourteenth Century","year":2025,"lang":"en","type":"book","venue":"Reti medievali e-book","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Gent; University of Toronto; University of Oxford; University of Cambridge; University of Pennsylvania","keywords":"Inequality; Economic history; History; Economics; Sociology; Mathematics","score_opus":0.01870982238855893,"score_gpt":0.21057159831532163,"score_spread":0.1918617759267627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412578832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9005729,0.018807082,0.00027128085,0.006510734,0.0002027928,0.000012849784,0.00018719673,0.000008531677,0.07342659],"genre_scores_gemma":[0.9882399,0.005834077,0.00010914151,0.00028092467,0.00024326453,0.0000112088155,0.00009397171,0.000008252559,0.005179317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993968,0.00011629723,0.000019079094,0.00007574357,0.00012709785,0.00026502434],"domain_scores_gemma":[0.9994254,0.00024338816,0.00014633145,0.000027932054,0.000055712397,0.00010121631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010023277,0.0001941665,0.00038345845,0.0017248391,0.0037737405,0.0037554759,0.0005312916,0.00050292147,0.002745907],"category_scores_gemma":[0.0018982891,0.00018310835,0.000172961,0.0025645627,0.008299366,0.0024686886,0.0040746806,0.0022179435,0.00016429492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036752762,0.00007282729,0.040908206,0.00030682702,0.00006166718,0.00074052654,0.36281672,0.00033087458,0.0007507666,0.51513374,0.0057534813,0.0727568],"study_design_scores_gemma":[0.000023029776,0.00017034383,0.61102015,0.0009911862,0.000042107884,0.0005436181,0.07764376,0.0001948832,0.000738408,0.051016912,0.25756475,0.000050860923],"about_ca_topic_score_codex":0.017200874,"about_ca_topic_score_gemma":0.032919247,"teacher_disagreement_score":0.017200874,"about_ca_system_score_codex":0.0056698783,"about_ca_system_score_gemma":0.0014961938,"threshold_uncertainty_score":0.041138053},"labels":[],"label_agreement":null},{"id":"W4412578863","doi":"10.36253/979-12-215-0705-8.05","title":"Financing a rebellious city. Social change, revolts, and inequality among the fiscal elite in fourteenth-century Bruges","year":2025,"lang":"en","type":"book-chapter","venue":"Reti medievali e-book","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit Antwerpen; Vlaamse regering; Universiteit Gent; University of Toronto; University of Oxford; Fonds Wetenschappelijk Onderzoek; University of Cambridge; University of Pennsylvania","keywords":"Elite; Inequality; Social inequality; Political science; Economic history; Economics; Political economy; Sociology; Development economics; Law; Politics","score_opus":0.0470700231482342,"score_gpt":0.23912354772282363,"score_spread":0.19205352457458943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412578863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57439584,0.038720258,0.0002535015,0.013639576,0.0002707635,0.000014994272,0.00021815818,0.000016345348,0.37247056],"genre_scores_gemma":[0.95752835,0.006517227,0.00008455033,0.00033140634,0.00020073916,0.00000771807,0.000107155465,0.000008080504,0.035214815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998123,0.000040241062,0.000004238041,0.000014787958,0.000030669456,0.00009776281],"domain_scores_gemma":[0.9997956,0.000057983925,0.00006021375,0.0000074821496,0.000017552202,0.00006118485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026042297,0.000114071256,0.00014273531,0.0010191896,0.0029158553,0.003457144,0.00024999815,0.000533037,0.0047580237],"category_scores_gemma":[0.0006707803,0.00008631672,0.00007334459,0.0015294557,0.0023125515,0.0011220975,0.0013321483,0.0008733144,0.0003822405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014272639,0.00013219398,0.042386148,0.00015728813,0.00002093588,0.00045964512,0.03951417,0.000833828,0.00034915737,0.7465721,0.054564945,0.114866935],"study_design_scores_gemma":[0.000023341789,0.000079172074,0.3189119,0.00071270566,0.000016744072,0.0004126829,0.03695052,0.00043638135,0.00036110485,0.070902355,0.5711701,0.000022980938],"about_ca_topic_score_codex":0.01363749,"about_ca_topic_score_gemma":0.032562643,"teacher_disagreement_score":0.01363749,"about_ca_system_score_codex":0.0032731195,"about_ca_system_score_gemma":0.00083756744,"threshold_uncertainty_score":0.02711618},"labels":[],"label_agreement":null}]}