{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"41606ec2e404","filters":{"venue":"Journal of Mosaic Research"}},"results":[{"id":"W2891616087","doi":"10.26658/jmr.459915","title":"Ontario Kraliyet Müzesi’nde Sergilenen Edessa Kökenli Bir Grup Mozaik Pano","year":2018,"lang":"tr","type":"article","venue":"Journal of Mosaic Research","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Theology; Physics; Philosophy","authors":[{"name":"Derya ŞAHİN","is_ca":false},{"name":"Nur Deniz ÜNSAL","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1801810193919962,"gpt":0.3589404297830771,"spread":0.1787594103910808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.006599389,0.0004246529,0.0008730312,0.001340189,0.002397902,0.0002790994,0.001507205,0.0004000058,0.03004434],"category_scores_gemma":[0.0003041365,0.0003544891,0.0004771855,0.0002605749,0.006861206,0.000797136,0.0004634061,0.003559601,0.002903743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182459,"about_ca_system_score_gemma":0.002382211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007139151,"about_ca_topic_score_gemma":0.07419799,"domain_scores_codex":[0.9931952,0.0009545154,0.001348117,0.0005159027,0.002473555,0.001512659],"domain_scores_gemma":[0.9946359,0.0005336018,0.0006774198,0.0005995671,0.002837508,0.0007159437],"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":[0.001637596,0.0006482497,0.006922665,0.0001886229,0.0004768829,0.0007875887,0.1980246,0.00000335862,0.0002828545,0.02061886,0.7659088,0.004499905],"study_design_scores_gemma":[0.001459443,0.003463085,0.004590603,0.0005162265,0.0001010807,0.0002302853,0.007187768,0.00005941137,0.0001581365,0.00402259,0.9778534,0.0003579843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8406505,0.009269208,0.00005156006,0.005963834,0.01086459,0.0005312299,0.0001192382,0.00005096777,0.1324989],"genre_scores_gemma":[0.698226,0.001008078,0.0002420374,0.0004571803,0.01259558,0.000008810218,0.00001645935,0.00008792154,0.2873579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2119445,"threshold_uncertainty_score":0.9998907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4304892453","doi":"10.26658/jmr.1143736","title":"Achilles on Skyros in the Emblema from the House of Poseidon at Zeugma: Caracalla and the Power of Images","year":2022,"lang":"en","type":"article","venue":"Journal of Mosaic Research","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cargill (Canada)","funders":"","keywords":"Art; Reign; Mosaic; Ancient history; Emperor; Subject (documents); Painting; Power (physics); Classics; Favourite; Art history; History; Politics; Philosophy; Theology; Law","authors":[{"name":"Laura García Alonso de Caso","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06714408026796995,"gpt":0.296908154389678,"spread":0.229764074121708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00619169,0.00007025849,0.0002206596,0.0001474432,0.0008324002,0.00001783131,0.0006404298,0.00002591559,0.0009178942],"category_scores_gemma":[0.0003321306,0.00003034814,0.0001048974,0.00006395422,0.002469891,0.00005860563,0.0002595181,0.001238658,0.000003747076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005303263,"about_ca_system_score_gemma":0.00009896506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005498101,"about_ca_topic_score_gemma":0.0007152137,"domain_scores_codex":[0.996497,0.001913419,0.0003568668,0.00009121525,0.0009619167,0.0001796064],"domain_scores_gemma":[0.9959549,0.003395304,0.0002305753,0.0002404624,0.0001518471,0.00002690798],"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":[0.003059722,0.0002900079,0.00376444,0.00002746297,0.0001110405,0.0001191053,0.8280486,0.00006432056,0.0003736875,0.03783419,0.1256072,0.0007001965],"study_design_scores_gemma":[0.005496759,0.002823743,0.0651995,0.0001796342,0.00007342052,0.0001738322,0.2314475,0.00006611005,0.0003146846,0.01459606,0.6794485,0.0001801771],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769322,0.005390617,6.209591e-7,0.01331709,0.0002493785,0.0001799085,0.00005611149,0.000001702931,0.003872386],"genre_scores_gemma":[0.9975041,0.0004684221,0.000004397249,0.0004786712,0.000199824,0.000007633435,0.000001675942,0.000009110485,0.001326145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5966011,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416102303","doi":"10.26658/jmr.1814185","title":"The Convivium Mosaic Preserved in Le Boudry Castle (Neuchâtel, Switzerland)","year":2025,"lang":"","type":"article","venue":"Journal of Mosaic Research","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","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":"Mosaic; Context (archaeology); Painting; White (mutation); Quarter (Canadian coin); Subject (documents)","authors":[{"name":"María Luz Neira Jiménez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0862601045837624,"gpt":0.3502676237460021,"spread":0.2640075191622397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01199466,0.0003079044,0.0007173358,0.001331354,0.003163399,0.0003537363,0.001744249,0.0002801861,0.001654539],"category_scores_gemma":[0.001350503,0.0002200161,0.0003593786,0.0005180602,0.005958675,0.0005140516,0.000580298,0.003955678,0.0001746039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641906,"about_ca_system_score_gemma":0.003426485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008425131,"about_ca_topic_score_gemma":0.004943861,"domain_scores_codex":[0.9929372,0.002223686,0.001630944,0.0003938817,0.001486367,0.001327943],"domain_scores_gemma":[0.9944437,0.002785766,0.0004974773,0.0006705714,0.001320798,0.000281665],"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":[0.00246304,0.0007905023,0.00372299,0.0004001981,0.0003596995,0.0008229867,0.04424264,0.000061026,0.0001826669,0.06635413,0.8726625,0.007937574],"study_design_scores_gemma":[0.002472331,0.0007524267,0.002318971,0.0006541754,0.00003724428,0.00004608974,0.01795365,0.0005302023,0.0001139667,0.009284855,0.9656473,0.0001888383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4584865,0.1784754,0.0001003482,0.07441325,0.01932462,0.001838082,0.0001144015,0.00002998243,0.2672175],"genre_scores_gemma":[0.7872444,0.007222075,0.00001843427,0.0003455471,0.001961183,0.00002444611,0.000007476534,0.00003306541,0.2031433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.328758,"threshold_uncertainty_score":0.9992581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3053192173","doi":"10.26658/jmr.782456","title":"La représentation d’Ulysse et de Polyphème dans la mosaïque romaine. Analyses et comparaisons","year":2020,"lang":"en","type":"article","venue":"Journal of Mosaic Research","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":"Polyphemus; Art; Sculpture; Adventure; Painting; Meaning (existential); Art history; Humanities; Literature; Philosophy; Limulus; Epistemology","authors":[{"name":"Véronique Vassal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3265050957031065,"gpt":0.5721949350555697,"spread":0.2456898393524632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008349949,0.00009258671,0.0002971999,0.0001537401,0.0004225307,0.0002418099,0.000457138,0.0001012545,0.00006898049],"category_scores_gemma":[0.006107801,0.00007558681,0.0001670565,0.0008905805,0.0007416442,0.0003031013,0.0001612754,0.001042644,0.00002163044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101027,"about_ca_system_score_gemma":0.001021186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963238,"about_ca_topic_score_gemma":0.00251038,"domain_scores_codex":[0.9926956,0.004871014,0.0003848048,0.0001708482,0.001484893,0.0003928049],"domain_scores_gemma":[0.9957395,0.003179795,0.0001859186,0.0001106545,0.0004266634,0.0003574555],"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":[0.0005204597,0.0007636869,0.04769275,0.00008511451,0.0005454323,0.00141234,0.3666475,0.0008720055,0.05310452,0.1296102,0.3948518,0.003894292],"study_design_scores_gemma":[0.00156546,0.0007647183,0.08848517,0.0002223122,0.0001068035,0.0001110156,0.2323755,0.001151816,0.003069343,0.01371905,0.6580622,0.0003666123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6726313,0.0002873203,0.001863201,0.2575712,0.00006911226,0.0001640365,0.00001469665,0.0000318269,0.06736734],"genre_scores_gemma":[0.996219,0.0007833835,0.0009215531,0.0006115426,0.0003336466,0.0000033157,0.000002074505,0.00001133705,0.001114195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235877,"threshold_uncertainty_score":0.731205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387786405","doi":"10.26658/jmr.1377336","title":"Villa Gallo Romaine de Séviac - France Approches innovatives visant à la valorisation, à la conservation et à la restauration de pavements de mosaïque antiques exposés en plein air","year":2023,"lang":"en","type":"article","venue":"Journal of Mosaic Research","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","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":"Portuguese; Archaeology; Mosaic; Polychrome; Art; Residence; Humanities; History; Sociology","authors":[{"name":"Paola PERPIGNANI","is_ca":false},{"name":"P. Racagni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0645672861609575,"gpt":0.3704641931114934,"spread":0.3058969069505358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0109145,0.0001218947,0.0002054019,0.0005449248,0.0004134114,0.00008120614,0.0002592574,0.0001329842,0.00009770724],"category_scores_gemma":[0.001152654,0.0001072483,0.00006213468,0.0002314746,0.0008886858,0.0004425067,0.00007218193,0.0008314241,0.00001678596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801589,"about_ca_system_score_gemma":0.0006908213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345792,"about_ca_topic_score_gemma":0.0001884218,"domain_scores_codex":[0.996076,0.002327064,0.0004539579,0.0001557054,0.0006091275,0.0003781164],"domain_scores_gemma":[0.9972088,0.001754986,0.0002421858,0.000127302,0.0005683039,0.00009844224],"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":[0.0004163866,0.0003478317,0.0531972,0.0002642333,0.0001765539,0.0004469431,0.4873173,0.000247945,0.01670308,0.2429944,0.1959898,0.001898272],"study_design_scores_gemma":[0.001113742,0.0005203767,0.1707561,0.0004744057,0.00001774121,0.00009846084,0.0192133,0.00164877,0.002170889,0.02837031,0.7753983,0.0002175258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835728,0.0002224097,0.001716703,0.006121358,0.0001734866,0.0001671971,0.00001841537,0.00004347532,0.007964128],"genre_scores_gemma":[0.9928628,0.0009635844,0.0009189962,0.0004787637,0.0006705979,0.00003908078,0.00004987923,0.00002438086,0.003991975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5794085,"threshold_uncertainty_score":0.4373458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810781821","doi":"10.26658/jmr.440582","title":"The “Opusmusiuum - Roman Mosaics in Portugal” Academic Project: from Teachers’ Lab to Public","year":2018,"lang":"en","type":"article","venue":"Journal of Mosaic Research","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Federation for the Humanities and Social Sciences","keywords":"Portuguese; Enthusiasm; Library science; Academic year; Sociology; Visual arts; Humanities; Art; Mathematics education; Psychology; Computer science; Philosophy","authors":[{"name":"Filomena Limão","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0953046954450326,"gpt":0.3540796317567003,"spread":0.2587749363116676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004308645,0.000142027,0.0002873216,0.0007013013,0.0001876891,0.0001808397,0.0009583114,0.0001712918,0.000130024],"category_scores_gemma":[0.0007619656,0.00009608227,0.0001067679,0.001605413,0.0001368428,0.000269144,0.0001199013,0.001750999,0.0001010042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465445,"about_ca_system_score_gemma":0.0002538884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006983013,"about_ca_topic_score_gemma":0.00130781,"domain_scores_codex":[0.9969891,0.000350103,0.0006681048,0.0001656667,0.00118649,0.0006405198],"domain_scores_gemma":[0.998513,0.0003769647,0.00008564565,0.0003367665,0.0004269489,0.0002607015],"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":[0.0002040114,0.0001175472,0.02962572,0.00001903288,0.0004363459,0.0002046005,0.01033962,0.0003968149,0.03250204,0.0003542653,0.8387878,0.08701219],"study_design_scores_gemma":[0.001461063,0.001213636,0.02878633,0.0002372539,0.00005718196,0.00005241259,0.003769661,0.03238431,0.005268224,0.004428456,0.9217707,0.0005707615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897478,0.001765549,0.0008584168,0.00445764,0.000328022,0.000259954,0.000009873748,0.00003362165,0.002539114],"genre_scores_gemma":[0.9961897,0.0006094758,0.0004918763,0.00007167696,0.001079005,0.00001269021,0.000003626943,0.00003679206,0.001505171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08644143,"threshold_uncertainty_score":0.7607316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387776444","doi":"10.26658/jmr.1376865","title":"Tryphe ve Bios Mozaiği’nin İkonografik ve İkonolojik Açıdan Değerlendirilmesi","year":2023,"lang":"tr","type":"article","venue":"Journal of Mosaic Research","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":"Physics; Humanities; Art","authors":[{"name":"Nur Deniz ÜNSAL","is_ca":false},{"name":"Derya ŞAHİN","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2075288946566895,"gpt":0.464008609150644,"spread":0.2564797144939545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01638363,0.0004802303,0.001245917,0.001666087,0.002389043,0.0007636286,0.002512105,0.0006072277,0.000688853],"category_scores_gemma":[0.005840841,0.0003986887,0.0008674496,0.006873528,0.003144661,0.0007400897,0.001333706,0.003585438,0.002671651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009388456,"about_ca_system_score_gemma":0.001608189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005593362,"about_ca_topic_score_gemma":0.001377477,"domain_scores_codex":[0.9865556,0.002451692,0.001700568,0.0007359388,0.005864957,0.002691184],"domain_scores_gemma":[0.9914963,0.003721106,0.0007749815,0.0005613409,0.002370541,0.001075736],"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":[0.0003381195,0.00057897,0.00578546,0.0001674053,0.0006868295,0.0008063386,0.03508464,0.00002035937,0.001495588,0.003529015,0.9154608,0.03604646],"study_design_scores_gemma":[0.001605845,0.001620197,0.01709203,0.0006901554,0.0001278773,0.0000487953,0.08814001,0.0004016515,0.001146949,0.007727344,0.8808257,0.0005734289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139673,0.005125772,0.00001482509,0.1538233,0.003161597,0.0009953581,0.000106814,0.0001464733,0.02265849],"genre_scores_gemma":[0.9219892,0.02265093,0.000297227,0.0002033831,0.00494971,0.00002962876,0.000008921656,0.00008675675,0.04978423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15362,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}