{"meta":{"query_hash":"4452a87891b5","filters":{"venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/4452a87891b5","api":"https://metacan.xera.ac/api/v1/cohort?venue=AMS+Dottorato+Institutional+Doctoral+Theses+Repository+%28University+of+Bologna%29"},"results":[{"id":"W158940013","doi":"10.6092/unibo/amsdottorato/5426","title":"\"Daring to be foolish\". L'opera poetica di Robert Kroetsch dal 2001 al 2010","year":2013,"lang":"it","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Literature, Language, and Rhetoric Studies","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":"Humanities; Art","score_opus":0.03072413863426492,"score_gpt":0.27184529464831053,"score_spread":0.2411211560140456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W158940013","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03218543,0.02144799,0.010589175,0.03347901,0.0040192837,0.0000877942,0.000276995,0.0002025086,0.8977118],"genre_scores_gemma":[0.40590945,0.013007345,0.0039795823,0.005819546,0.00058809,0.00008794948,0.00016057113,0.00033682634,0.5701106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989951,0.00036583244,0.000025422614,0.00016436653,0.00026713844,0.00018216879],"domain_scores_gemma":[0.9995152,0.0001642189,0.000059587477,0.000057716996,0.00009632347,0.00010704042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008845435,0.000529262,0.0001724214,0.00068847224,0.004244712,0.0036638842,0.00055202807,0.0013064482,0.014928771],"category_scores_gemma":[0.0020486026,0.00022993733,0.00023236292,0.0006446151,0.011815147,0.004064841,0.00289423,0.0033559531,0.004520829],"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":[0.000041968087,0.000014031752,0.0006665301,0.00016916188,0.000006225252,0.00020848085,0.057846677,0.00010093789,0.0005230971,0.7624398,0.12568222,0.052300874],"study_design_scores_gemma":[0.0000020877683,0.000008034695,0.00065752806,0.00010033485,0.000002557587,0.0001627392,0.00801079,0.000024746716,0.00021022314,0.009482388,0.98132956,0.000008982775],"about_ca_topic_score_codex":0.018628709,"about_ca_topic_score_gemma":0.051608093,"teacher_disagreement_score":0.018628709,"about_ca_system_score_codex":0.0042399177,"about_ca_system_score_gemma":0.0035424968,"threshold_uncertainty_score":0.04994166},"labels":[],"label_agreement":null},{"id":"W175401516","doi":"10.6092/unibo/amsdottorato/758","title":"La protezione dei diritti sociali nell'ordinamento dell'Unione Europea","year":2008,"lang":"en","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Human Rights and Immigration","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":"Social rights; Fundamental rights; Charter; Political science; Human rights; International human rights law; Treaty; Law; Linguistic rights; European union; Agency (philosophy); Right to property; Law and economics; Public administration; Sociology; Business; International trade; Social science","score_opus":0.03200826677086126,"score_gpt":0.2665436975968196,"score_spread":0.23453543082595835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W175401516","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033503223,0.06695313,0.009524488,0.037366863,0.0028929864,0.000076823766,0.00013033648,0.00010799062,0.8494442],"genre_scores_gemma":[0.64718896,0.072692126,0.012785958,0.0126825655,0.005833322,0.0003586697,0.00033020627,0.00021861441,0.24790956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905847,0.003998878,0.0002642816,0.0010777655,0.002655885,0.0014184489],"domain_scores_gemma":[0.9963219,0.0018555563,0.0005045116,0.0006036891,0.00040148702,0.00031289316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007403785,0.0005440877,0.00065269024,0.002010785,0.0030636103,0.013418481,0.00079090195,0.0033846467,0.0066725365],"category_scores_gemma":[0.007449173,0.00026365175,0.0004539832,0.003629811,0.006716789,0.0054273396,0.004168318,0.004925546,0.0013399038],"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":[0.000015791416,0.000030023708,0.0013293726,0.0001360788,0.000009439554,0.00007962024,0.0059725116,0.00020221612,0.0001653512,0.9173748,0.01429459,0.060390208],"study_design_scores_gemma":[0.0000071989925,0.000023910772,0.0043791584,0.0005010926,0.000005804602,0.00012303428,0.0016170231,0.00009350462,0.0001516983,0.03734355,0.95574266,0.000011244243],"about_ca_topic_score_codex":0.006257763,"about_ca_topic_score_gemma":0.0065504326,"teacher_disagreement_score":0.013418481,"about_ca_system_score_codex":0.0031778975,"about_ca_system_score_gemma":0.0049502472,"threshold_uncertainty_score":0.039155483},"labels":[],"label_agreement":null},{"id":"W2558545486","doi":"10.6092/unibo/amsdottorato/7312","title":"Prometeo: Project on Metacognition in Borderline Personality Disorder","year":2016,"lang":"en","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Personality Disorders and Psychopathology","field":"Psychology","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":"Alexithymia; Psychology; Mentalization; Metacognition; Barratt Impulsiveness Scale; Borderline personality disorder; Clinical psychology; Beck Depression Inventory; Psychopathology; Psychotherapist; Psychiatry; Impulsivity; Anxiety; Cognition","score_opus":0.03631108824747821,"score_gpt":0.30773275490322705,"score_spread":0.27142166665574885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558545486","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":[0.33187738,0.049173247,0.13599293,0.039865084,0.0027681417,0.022710374,0.20304777,0.016272696,0.19829232],"genre_scores_gemma":[0.3461549,0.018071068,0.3735316,0.003272494,0.0006697588,0.026249016,0.16626002,0.0030837506,0.06270734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981687,0.0011043141,0.000081408885,0.00015814848,0.0002804352,0.00020691114],"domain_scores_gemma":[0.99454933,0.002161009,0.00032618595,0.0004755306,0.0009163715,0.0015716173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074000745,0.0007354155,0.0005536785,0.0016170009,0.0006340484,0.0020322052,0.0014974702,0.0006278028,0.015619503],"category_scores_gemma":[0.008670513,0.000385636,0.0008423866,0.0009956828,0.00050986366,0.0009482328,0.004290709,0.001206195,0.0039591156],"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":[0.003982218,0.001851694,0.058283675,0.0027401468,0.00026855525,0.00028533276,0.0021098582,0.0018174798,0.002579514,0.010119846,0.14194618,0.77401555],"study_design_scores_gemma":[0.0033769498,0.0021914213,0.19415727,0.0059575196,0.0006374487,0.0013608959,0.002466345,0.008613284,0.0048992606,0.025298424,0.75094676,0.00009436873],"about_ca_topic_score_codex":0.007194752,"about_ca_topic_score_gemma":0.0064661913,"teacher_disagreement_score":0.015619503,"about_ca_system_score_codex":0.0013494471,"about_ca_system_score_gemma":0.004533596,"threshold_uncertainty_score":0.05225247},"labels":[],"label_agreement":null},{"id":"W2901271079","doi":"10.6092/unibo/amsdottorato/8578","title":"L'Economia dei Tirocinanti. Tirocinio e Informalizzazione del lavoro in Emilia-Romagna","year":2018,"lang":"it","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Employment and Welfare Studies","field":"Health Professions","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":"Humanities; Political science; Philosophy","score_opus":0.03833049397194033,"score_gpt":0.3063219990622104,"score_spread":0.2679915050902701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901271079","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26715472,0.027646657,0.0022829794,0.030453747,0.00056070095,0.0001237788,0.0015455146,0.00032348422,0.66990846],"genre_scores_gemma":[0.68824285,0.004661542,0.001719703,0.00196926,0.0002778267,0.000060216462,0.00037466228,0.000077178825,0.3026168],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993204,0.00015054356,0.000017268689,0.00013707318,0.00014139657,0.00023336976],"domain_scores_gemma":[0.99965775,0.00006352999,0.00008896006,0.000038611455,0.000047325022,0.00010378637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046730373,0.00029055533,0.00019530115,0.0010727604,0.001452203,0.003260701,0.0006006363,0.0009881124,0.029437404],"category_scores_gemma":[0.00079565676,0.00020288344,0.00024521607,0.0016138293,0.0017338779,0.00089934317,0.0021197654,0.0008677958,0.0034196347],"study_design_candidate":"observational","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":[0.0010099143,0.00029856668,0.0574193,0.0021015378,0.00015361275,0.003281499,0.026668642,0.0010763946,0.016730083,0.35208288,0.13073273,0.4084449],"study_design_scores_gemma":[0.00003210021,0.000073963085,0.09312664,0.00038912945,0.000013079387,0.00055033935,0.0031723725,0.00012492447,0.00053597486,0.0023687314,0.89958805,0.000024680154],"about_ca_topic_score_codex":0.06026062,"about_ca_topic_score_gemma":0.10376282,"teacher_disagreement_score":0.06026062,"about_ca_system_score_codex":0.0039278646,"about_ca_system_score_gemma":0.0026688892,"threshold_uncertainty_score":0.11981976},"labels":[],"label_agreement":null},{"id":"W2972201475","doi":"10.6092/unibo/amsdottorato/8973","title":"Threshold Autoregressive Moving-Average models: probabilistic structure, statistical aspects and applications","year":2019,"lang":"en","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","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":"Autoregressive model; Unit root; Wald test; Linear model; Mathematics; Statistical hypothesis testing; Probabilistic logic; Computer science; Algorithm; Applied mathematics; Econometrics; Statistics","score_opus":0.028739771260148046,"score_gpt":0.22117877900025548,"score_spread":0.19243900774010744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972201475","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019506387,0.006659045,0.9636293,0.0024364637,0.00020326932,0.00007213258,0.00035574957,0.00021688563,0.0069207964],"genre_scores_gemma":[0.6999084,0.023389656,0.2478772,0.00081913604,0.001604082,0.0006111072,0.0013278815,0.0003189304,0.024143744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978911,0.0011209883,0.00010661761,0.00032744682,0.00043268385,0.00012124237],"domain_scores_gemma":[0.9824242,0.014365172,0.0014613213,0.0006760084,0.0008920576,0.00018122455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006430192,0.0008167727,0.0014565041,0.0014812661,0.00049795833,0.0026334245,0.0016915455,0.0016407742,0.006331213],"category_scores_gemma":[0.032603715,0.0006379879,0.0013354714,0.0029855417,0.0016815996,0.0033477908,0.0015937907,0.0033765181,0.0009768622],"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":[0.000033642365,0.00004707642,0.0028866038,0.00032853184,0.00010818643,0.00018134344,0.00025081783,0.10329385,0.0005912672,0.8326869,0.0034872042,0.056104556],"study_design_scores_gemma":[0.000009517441,0.00006822426,0.0016099522,0.00011994051,0.00005198203,0.00011762861,0.00007422551,0.41380465,0.00025843456,0.5769168,0.006934835,0.00003379385],"about_ca_topic_score_codex":0.0031596138,"about_ca_topic_score_gemma":0.0024605796,"teacher_disagreement_score":0.006430192,"about_ca_system_score_codex":0.00115744,"about_ca_system_score_gemma":0.0011977501,"threshold_uncertainty_score":0.034006536},"labels":[],"label_agreement":null},{"id":"W58075573","doi":"10.6092/unibo/amsdottorato/6340","title":"Advanced modelling of time domain electromagnetic data with updated hydrogeological interpretations","year":2014,"lang":"en","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary 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":"Hydrogeology; Inversion (geology); Data processing; Electrical resistivity tomography; Geological survey; Ground truth; Aquifer; Data integration; Geology; Groundwater; Data mining; Computer science; Remote sensing; Geophysics; Engineering; Artificial intelligence; Database; Seismology; Electrical resistivity and conductivity","score_opus":0.020645324634444663,"score_gpt":0.2196174552066467,"score_spread":0.19897213057220203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W58075573","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13090684,0.0002561879,0.85821134,0.0006243705,0.00012529902,0.00008136934,0.0026651167,0.0014783305,0.005651215],"genre_scores_gemma":[0.8627864,0.00045212734,0.13038628,0.00015098188,0.00005881862,0.00012795445,0.002334715,0.00019552803,0.0035071413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978095,0.000055723976,0.000016496484,0.00005291617,0.00007156909,0.000022500035],"domain_scores_gemma":[0.9995289,0.00019122321,0.00007050398,0.00008676754,0.00010216561,0.000020482346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004909582,0.00042015966,0.0003388662,0.00058758946,0.00016584496,0.0014265309,0.0011090132,0.00096399913,0.0014113515],"category_scores_gemma":[0.0022744993,0.00040097922,0.0005965025,0.0010593917,0.0005090417,0.0010705389,0.0006898617,0.0007252759,0.00044785193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013498207,0.0000132468385,0.001421796,0.000020617315,0.000015315323,0.00005049545,0.000036571055,0.9889021,0.0009351906,0.002159424,0.00027081274,0.006160911],"study_design_scores_gemma":[0.0000028348202,0.000004002349,0.00039015582,0.0000040868777,0.000003236497,0.000014793753,0.000010330354,0.99720484,0.00029571567,0.0012143087,0.00085012586,0.0000055476094],"about_ca_topic_score_codex":0.0107460655,"about_ca_topic_score_gemma":0.01040009,"teacher_disagreement_score":0.0107460655,"about_ca_system_score_codex":0.00060142507,"about_ca_system_score_gemma":0.0006377256,"threshold_uncertainty_score":0.021367013},"labels":[],"label_agreement":null},{"id":"W59039049","doi":"10.6092/unibo/amsdottorato/4816","title":"L’elusione fiscale nell’IVA e l’antielusione nell’esperienza comunitaria e nazionale in Europa","year":2012,"lang":"it","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.02903443947020377,"score_gpt":0.2137712180268955,"score_spread":0.18473677855669174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W59039049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2822659,0.029298136,0.02146599,0.045807246,0.0005760703,0.00005687038,0.0028316786,0.00013025274,0.61756784],"genre_scores_gemma":[0.9447733,0.009376498,0.0031716577,0.0028319983,0.0001860272,0.000044490072,0.0005005682,0.000066165085,0.039049305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976312,0.00053089514,0.00013692841,0.0005351708,0.00057131425,0.0005945166],"domain_scores_gemma":[0.9982469,0.0004309102,0.00049929426,0.00032276916,0.00037143257,0.00012865983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023117627,0.00034900114,0.0005578458,0.0013253683,0.001381193,0.007548513,0.000798157,0.0013615575,0.00961159],"category_scores_gemma":[0.0050549884,0.00031594315,0.00067655527,0.0029154285,0.0038197197,0.0039195623,0.0033277248,0.002355799,0.00087018],"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":[0.000060637063,0.000013561892,0.008792566,0.00014379995,0.000074780655,0.00012164694,0.0014875093,0.001177643,0.00023123642,0.9678362,0.0032024279,0.016857972],"study_design_scores_gemma":[0.00005141562,0.00006258626,0.058227155,0.0013263046,0.00014039429,0.0004546182,0.006067663,0.0016269981,0.0014541637,0.3820458,0.5484802,0.00006269756],"about_ca_topic_score_codex":0.055938274,"about_ca_topic_score_gemma":0.03817733,"teacher_disagreement_score":0.055938274,"about_ca_system_score_codex":0.007446216,"about_ca_system_score_gemma":0.004962697,"threshold_uncertainty_score":0.11122537},"labels":[],"label_agreement":null},{"id":"W599491674","doi":"10.6092/unibo/amsdottorato/2477","title":"Una mappa per la porta del non ritorno: l'appartenenza nella letteratura nera canadese","year":2010,"lang":"it","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Translation Studies and Practices","field":"Arts and Humanities","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":"Humanities; Art","score_opus":0.02291393736048464,"score_gpt":0.2393712497715046,"score_spread":0.21645731241101995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W599491674","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071255594,0.0025472105,0.0041452656,0.01484098,0.00050116214,0.000018581899,0.00010481992,0.00007063856,0.9065157],"genre_scores_gemma":[0.7328373,0.0015870163,0.0020147902,0.0018807503,0.0001696329,0.000029567253,0.000060244063,0.00017433795,0.26124635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99726784,0.0010087129,0.00005183347,0.00043082493,0.0007950338,0.00044586256],"domain_scores_gemma":[0.99780744,0.0007684628,0.0001822876,0.00038432208,0.00060566235,0.00025190352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016226865,0.0003205885,0.0002900773,0.0008255171,0.0080794785,0.008245174,0.0008830669,0.0013294043,0.02120331],"category_scores_gemma":[0.0046962188,0.00025109533,0.00023385204,0.0013528939,0.013587071,0.003489642,0.003959157,0.003072237,0.0026503368],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045551573,0.000017841656,0.0026417582,0.00009228959,0.000007511341,0.00031839745,0.10785408,0.000104811144,0.0003901332,0.8406856,0.017144136,0.030697903],"study_design_scores_gemma":[0.0000056929757,0.000022856559,0.00807388,0.00017589169,0.000016561542,0.00032985248,0.04609387,0.00014648557,0.000552345,0.029067054,0.9154867,0.000028860628],"about_ca_topic_score_codex":0.13913804,"about_ca_topic_score_gemma":0.30710602,"teacher_disagreement_score":0.86086196,"about_ca_system_score_codex":0.006664861,"about_ca_system_score_gemma":0.0061768116,"threshold_uncertainty_score":0.27665633},"labels":[],"label_agreement":null},{"id":"W6892018165","doi":"10.48676/unibo/amsdottorato/11434","title":"Viaggio con i migranti nella Gran Bretagna durante il ventennio. Tre biografie: Camillo Pellizzi, Emidio Recchioni e Pietro Gualducci","year":2024,"lang":"it","type":"article","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Italian Fascism and Post-war Society","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":"Italian studies; Economic analysis; Context (archaeology)","score_opus":0.0216559518798388,"score_gpt":0.2402410964227632,"score_spread":0.2185851445429244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892018165","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06860025,0.038541086,0.0015332424,0.14654806,0.005610042,0.00005535125,0.00039157437,0.00013718197,0.73858327],"genre_scores_gemma":[0.2999638,0.010423223,0.00084964663,0.013012466,0.0018492701,0.0000595429,0.0002367578,0.00020444884,0.6734008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992879,0.00021507293,0.000014664651,0.00018435484,0.00011381964,0.00018422796],"domain_scores_gemma":[0.9995808,0.000086652886,0.00007319514,0.00006343017,0.000084018975,0.00011199459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077487796,0.00056666206,0.0002525691,0.00086794415,0.005230139,0.0065770107,0.00053744874,0.0019766937,0.018923815],"category_scores_gemma":[0.001250456,0.00025322277,0.00031280692,0.001638112,0.006695397,0.0034171783,0.003995619,0.0042275586,0.0048886524],"study_design_candidate":"qualitative","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":[0.000121493984,0.00005775905,0.009449296,0.0002066564,0.000016761109,0.0007820235,0.13612153,0.00012910219,0.0009151194,0.49278262,0.27425644,0.085161306],"study_design_scores_gemma":[0.000004216681,0.000013882371,0.004983497,0.00013494596,0.0000033438712,0.00012929906,0.007227079,0.000019493518,0.00006809917,0.0046747895,0.9827329,0.000008436546],"about_ca_topic_score_codex":0.05450786,"about_ca_topic_score_gemma":0.122445986,"teacher_disagreement_score":0.05450786,"about_ca_system_score_codex":0.0045248545,"about_ca_system_score_gemma":0.00318948,"threshold_uncertainty_score":0.10838115},"labels":[],"label_agreement":null},{"id":"W6981206564","doi":"","title":"Displaying the architecture of display: contemporary ideologies of museum institutions for architecture","year":2025,"lang":"en","type":"article","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","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":"Exhibition; Architecture; Scholarship; Ideology; Discipline; History of architecture; Relevance (law)","score_opus":0.035571384830424185,"score_gpt":0.2660850778731908,"score_spread":0.23051369304276662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981206564","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":[0.76708853,0.005358098,0.007965503,0.0054103285,0.0001274498,0.00004520882,0.0000573441,0.00008913295,0.21385832],"genre_scores_gemma":[0.9964819,0.000425068,0.00064325635,0.00007705885,0.000014286463,0.00001369455,0.0000061926876,0.000017412867,0.0023212007],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99508816,0.0027087294,0.00018897503,0.00041355888,0.0007460285,0.00085455383],"domain_scores_gemma":[0.9967788,0.0016952744,0.00043414277,0.0003922654,0.00026236085,0.0004371253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007400078,0.00034229588,0.0003094973,0.003150681,0.012395962,0.012844725,0.0011887907,0.0013926883,0.0028284786],"category_scores_gemma":[0.004832679,0.00039309994,0.00042067608,0.0026677574,0.031030273,0.00624874,0.008611732,0.002317136,0.00015805538],"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":[0.00004897279,0.000015841546,0.0058868937,0.000068190035,0.00000999212,0.00021813448,0.5650696,0.00025756922,0.00064992905,0.41266257,0.0009753461,0.014136887],"study_design_scores_gemma":[0.000018952122,0.000054410626,0.014758,0.00042792578,0.000029760447,0.00058102404,0.7119655,0.000824615,0.00097548886,0.034594648,0.23567979,0.000089942856],"about_ca_topic_score_codex":0.018172136,"about_ca_topic_score_gemma":0.038180552,"teacher_disagreement_score":0.018172136,"about_ca_system_score_codex":0.011206369,"about_ca_system_score_gemma":0.0050326884,"threshold_uncertainty_score":0.081308305},"labels":[],"label_agreement":null},{"id":"W7019783434","doi":"","title":"Impatto dell'uso dell'Edmonton Symptom Assessment System all'interno di un ambulatorio integrato di radioterapia e cure palliative sull'ottimizzazione della qualita di cura","year":2024,"lang":"it","type":"dissertation","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Management of metastatic bone disease","field":"Medicine","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":"Palliative care; Population; Ultraviolet radiation; Elderly people","score_opus":0.025978520543730337,"score_gpt":0.2920670256703209,"score_spread":0.26608850512659055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019783434","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":[0.6314692,0.046959978,0.025795605,0.03249192,0.00446766,0.0030288354,0.017071119,0.0014716686,0.237244],"genre_scores_gemma":[0.84549636,0.015404079,0.05568411,0.007000719,0.0011519982,0.002335246,0.010242278,0.0002849517,0.062400248],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99832624,0.00054801005,0.00018640695,0.00020227222,0.0005294561,0.00020765352],"domain_scores_gemma":[0.9962633,0.0010489427,0.00073109515,0.00022502258,0.0013125396,0.00041900607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027663761,0.00034402535,0.00053581933,0.0013591865,0.00042225764,0.0017091077,0.00047663582,0.0004555766,0.009090761],"category_scores_gemma":[0.005369112,0.00020307503,0.0006424742,0.0011411645,0.0004120099,0.0011649682,0.0017542954,0.0011952901,0.0015181473],"study_design_candidate":"observational","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":[0.0009848935,0.00044357695,0.21959953,0.0013980437,0.00027851542,0.00028129233,0.0016352689,0.00076146785,0.0042564264,0.0033321856,0.07714105,0.6898878],"study_design_scores_gemma":[0.00035879298,0.0025302893,0.6065597,0.0017262811,0.00042825547,0.0016672828,0.0015801836,0.002436056,0.005310636,0.0022681283,0.3749128,0.00022156135],"about_ca_topic_score_codex":0.010972232,"about_ca_topic_score_gemma":0.025585813,"teacher_disagreement_score":0.010972232,"about_ca_system_score_codex":0.0013170098,"about_ca_system_score_gemma":0.0031050637,"threshold_uncertainty_score":0.030411601},"labels":[],"label_agreement":null},{"id":"W7034431471","doi":"","title":"Traduzione e finzione nella letteratura del Québec:&#13;\\nle monde sur le flanc de la truite di Robert Lalonde","year":2008,"lang":"it","type":"other","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Context (archaeology); Field (mathematics); Natural (archaeology)","score_opus":0.016859838681042138,"score_gpt":0.20574098863548093,"score_spread":0.1888811499544388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034431471","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011734006,0.014766836,0.0011819024,0.14784601,0.013597622,0.00025396372,0.0093314545,0.0007621731,0.800526],"genre_scores_gemma":[0.008822697,0.0009461676,0.00022559807,0.0033504064,0.0001275456,0.000020135563,0.00026509672,0.00011953906,0.9861227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839765,0.00013314815,0.000042277872,0.00021765512,0.00063,0.0005793723],"domain_scores_gemma":[0.9977175,0.0002057533,0.00006333282,0.00013412764,0.0014010604,0.000478326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014053434,0.0005752375,0.00049888215,0.001116997,0.007215794,0.007009735,0.0010357704,0.0033718355,0.19241494],"category_scores_gemma":[0.0035819511,0.00039513857,0.00041387713,0.0017667338,0.0018605315,0.0012825247,0.0014173728,0.003398629,0.026232794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020346946,0.0000162068,0.0009866579,0.00005266058,0.000004726416,0.00008806868,0.0006899711,0.000051969935,0.00021168184,0.01152455,0.9701277,0.016225474],"study_design_scores_gemma":[0.0000054868433,0.0000028276409,0.0023274617,0.00006352167,0.0000032973455,0.000015700212,0.00047263433,0.000032156637,0.00010543554,0.00021453475,0.9967456,0.000011311328],"about_ca_topic_score_codex":0.973091,"about_ca_topic_score_gemma":0.9874347,"teacher_disagreement_score":0.19241494,"about_ca_system_score_codex":0.031726036,"about_ca_system_score_gemma":0.06084659,"threshold_uncertainty_score":0.64369214},"labels":[],"label_agreement":null},{"id":"W7056147821","doi":"","title":"Design and development &#13;\\nof new green catalytic methodologies for the &#13;\\nsynthesis of enantiomerically &#13;\\nenriched molecules&#13;\\n","year":2010,"lang":"en","type":"other","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Laser Design and Applications","field":"Engineering","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":"Enantioselective synthesis; Catalysis; Green chemistry; Phosphine; Palladium; Nitroaldol reaction","score_opus":0.04758977815768797,"score_gpt":0.24106034452095837,"score_spread":0.1934705663632704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056147821","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1770298,0.06274015,0.64256203,0.0049079773,0.0021876835,0.0012105145,0.00094943895,0.0011684492,0.10724402],"genre_scores_gemma":[0.38468033,0.060869966,0.47447672,0.001836833,0.00030963082,0.0010925636,0.0009914604,0.00027821033,0.075464234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961,0.00006017376,0.000024126968,0.0001185091,0.00012793913,0.00005927894],"domain_scores_gemma":[0.9998809,0.000018614777,0.000031205145,0.000021165042,0.000028090273,0.000019951438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007582844,0.0005768462,0.00035439225,0.0005933693,0.00037755727,0.0011669069,0.00069816853,0.000702562,0.004128385],"category_scores_gemma":[0.0002960398,0.00042753585,0.000687229,0.0003576637,0.0006368097,0.001366833,0.00077169907,0.00087553984,0.0016202751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000834271,0.00017834395,0.00061799324,0.0017818663,0.00008076991,0.00038670228,0.00028105165,0.0036035732,0.73086625,0.099346116,0.004358131,0.15841576],"study_design_scores_gemma":[0.000028821154,0.0004898192,0.0005318312,0.00008817246,0.00003008977,0.00042513313,0.00008560856,0.0073791444,0.6839039,0.0033571825,0.30363253,0.000047831953],"about_ca_topic_score_codex":0.00048919267,"about_ca_topic_score_gemma":0.0013049546,"teacher_disagreement_score":0.004128385,"about_ca_system_score_codex":0.0010901567,"about_ca_system_score_gemma":0.00094909634,"threshold_uncertainty_score":0.013810873},"labels":[],"label_agreement":null},{"id":"W7111618032","doi":"","title":"From green to speech: a discursive, terminological, and multimodal analysis of book ecology at Écosociété and in Francophone publishing","year":2025,"lang":"fr","type":"article","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"French; Ethnography; Context (archaeology); Digital humanities","score_opus":0.07578365638815328,"score_gpt":0.27374667665230307,"score_spread":0.1979630202641498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111618032","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14352252,0.029494626,0.008422625,0.07656597,0.0039119325,0.000055816363,0.00060686196,0.00022172794,0.7371979],"genre_scores_gemma":[0.7984505,0.0050562588,0.0021110775,0.004758907,0.0013865053,0.000075933625,0.00024039502,0.00040220405,0.18751809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99547476,0.0022206514,0.00015786734,0.00044173223,0.0010406112,0.0006644023],"domain_scores_gemma":[0.98621494,0.009760701,0.0008027207,0.00057490874,0.00180899,0.00083773665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004721467,0.000582176,0.00035029548,0.00496072,0.009356177,0.01640968,0.0008217436,0.001855927,0.008901391],"category_scores_gemma":[0.010893204,0.0002216701,0.0001983655,0.0064428654,0.0160483,0.008870759,0.0026775212,0.0020157115,0.0009342026],"study_design_candidate":"qualitative","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":[0.00007594547,0.000020909138,0.002857713,0.00022462856,0.000006508253,0.0005238426,0.35527387,0.00011879081,0.0006498962,0.5348102,0.06274319,0.042694516],"study_design_scores_gemma":[0.0000049566397,0.000023447486,0.0043672817,0.00056261785,0.000007638012,0.00021227945,0.11155447,0.00017192388,0.0004800541,0.021178072,0.86140823,0.00002896306],"about_ca_topic_score_codex":0.090982035,"about_ca_topic_score_gemma":0.14137259,"teacher_disagreement_score":0.090982035,"about_ca_system_score_codex":0.01899644,"about_ca_system_score_gemma":0.00924071,"threshold_uncertainty_score":0.18090487},"labels":[],"label_agreement":null},{"id":"W7115593427","doi":"10.48676/unibo/amsdottorato/12324","title":"From green to speech: a discursive, terminological, and multimodal analysis of book ecology at Écosociété and in Francophone publishing","year":2025,"lang":"fr","type":"article","venue":"AMS Dottorato Institutional Doctoral Theses Repository (University of Bologna)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"French; Ethnography; Context (archaeology); Digital humanities","score_opus":0.07578365638815328,"score_gpt":0.27374667665230307,"score_spread":0.1979630202641498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115593427","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14352252,0.029494626,0.008422625,0.07656597,0.0039119325,0.000055816363,0.00060686196,0.00022172794,0.7371979],"genre_scores_gemma":[0.7984505,0.0050562588,0.0021110775,0.004758907,0.0013865053,0.000075933625,0.00024039502,0.00040220405,0.18751809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99547476,0.0022206514,0.00015786734,0.00044173223,0.0010406112,0.0006644023],"domain_scores_gemma":[0.98621494,0.009760701,0.0008027207,0.00057490874,0.00180899,0.00083773665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004721467,0.000582176,0.00035029548,0.00496072,0.009356177,0.01640968,0.0008217436,0.001855927,0.008901391],"category_scores_gemma":[0.010893204,0.0002216701,0.0001983655,0.0064428654,0.0160483,0.008870759,0.0026775212,0.0020157115,0.0009342026],"study_design_candidate":"qualitative","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":[0.00007594547,0.000020909138,0.002857713,0.00022462856,0.000006508253,0.0005238426,0.35527387,0.00011879081,0.0006498962,0.5348102,0.06274319,0.042694516],"study_design_scores_gemma":[0.0000049566397,0.000023447486,0.0043672817,0.00056261785,0.000007638012,0.00021227945,0.11155447,0.00017192388,0.0004800541,0.021178072,0.86140823,0.00002896306],"about_ca_topic_score_codex":0.090982035,"about_ca_topic_score_gemma":0.14137259,"teacher_disagreement_score":0.090982035,"about_ca_system_score_codex":0.01899644,"about_ca_system_score_gemma":0.00924071,"threshold_uncertainty_score":0.18090487},"labels":[],"label_agreement":null}]}