{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"8ce557c92d06","filters":{"venue":"Romanica Cracoviensia"}},"results":[{"id":"W3020841101","doi":"10.4467/20843917rc.19.003.11693","title":"Évaluation des termes du marketing au moyen d’interprétation métaphorique de leur sens propre du point de vue de la linguistique cognitive","year":2019,"lang":"fr","type":"article","venue":"Romanica Cracoviensia","topic":"Lexicography and Language Studies","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":"Université du Québec en Outaouais","funders":"","keywords":"Philosophy; Humanities; Valuation (finance); Economics","authors":[{"name":"Nataliia Demchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01004802403068456,"gpt":0.2596669131163876,"spread":0.249618889085703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003335949,0.0004280533,0.0004152668,0.0001765635,0.001044707,0.0004302829,0.0001794135,0.0002826308,0.0006993225],"category_scores_gemma":[0.002860777,0.0004236901,0.0002995316,0.0001044019,0.0008106842,0.0003192155,0.0001353971,0.0005568321,0.00007855839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932208,"about_ca_system_score_gemma":0.0004516963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005002218,"about_ca_topic_score_gemma":0.00459715,"domain_scores_codex":[0.9958478,0.002078644,0.0005078165,0.0005163442,0.0002468381,0.0008025813],"domain_scores_gemma":[0.9966703,0.002093796,0.0003120172,0.0002350176,0.0005343587,0.0001545225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004941443,0.0005572104,0.1180194,0.001721213,0.0007910195,0.0007250935,0.8226621,0.0001594114,0.002573636,0.02728092,0.002633994,0.02238187],"study_design_scores_gemma":[0.003800039,0.00152765,0.6032013,0.01033338,0.001874263,0.001585438,0.2505023,0.01940493,0.002954719,0.02526096,0.07700689,0.002548104],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742341,0.002323393,0.0007239222,0.0009629044,0.0005885268,0.0006404473,0.00008496513,0.0001386834,0.120303],"genre_scores_gemma":[0.9889721,0.001064724,0.001632933,0.000616763,0.002417904,0.00007440019,0.00004492344,0.0000771019,0.005099197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5721597,"threshold_uncertainty_score":0.9998215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405335039","doi":"10.4467/20843917rc.24.023.20415","title":"Désir, contrat et consentement dans la littérature francophone. Introduction","year":2024,"lang":"fr","type":"article","venue":"Romanica Cracoviensia","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Léonore Brassard","is_ca":true},{"name":"Marta Segarra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01471759731011467,"gpt":0.3084872820355591,"spread":0.2937696847254445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002161049,0.0003069594,0.0004032107,0.0001176918,0.0008413825,0.0006312712,0.0002496821,0.0004627563,0.001625878],"category_scores_gemma":[0.0001825774,0.0003171421,0.0002344054,0.001143654,0.0006722293,0.000672117,0.0000569254,0.0008923047,0.001397259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657046,"about_ca_system_score_gemma":0.001434371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192573,"about_ca_topic_score_gemma":0.03792861,"domain_scores_codex":[0.9962179,0.001138989,0.0006073653,0.0007533533,0.0006581045,0.0006242988],"domain_scores_gemma":[0.9986483,0.0002843163,0.0001465002,0.0004010459,0.0002096166,0.000310191],"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":[0.00001590603,0.0001974937,0.0005246336,0.0005198161,0.0001037662,0.000107136,0.03147498,0.00001431534,0.001221778,0.540817,0.4209683,0.004034946],"study_design_scores_gemma":[0.0002728938,0.0001367431,0.009060523,0.0003108876,0.0001389453,0.00007401328,0.007935232,0.000545275,0.00007611881,0.009753813,0.9713629,0.0003325905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1672713,0.229203,0.002738198,0.4523151,0.05492802,0.001732555,0.0002077387,0.0007218578,0.09088226],"genre_scores_gemma":[0.8849877,0.0518712,0.0003759509,0.002122387,0.01026467,0.00003336169,0.0000864913,0.00005472648,0.05020351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7177165,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405334683","doi":"10.4467/20843917rc.24.023.20418","title":"Qu’est-ce que l’art ? Prostitution","year":2024,"lang":"en","type":"article","venue":"Romanica Cracoviensia","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Art; Political science; Sociology","authors":[{"name":"Léonore Brassard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02481636822302663,"gpt":0.2195421336091323,"spread":0.1947257653861057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008529638,0.000165903,0.0001735794,0.00003662814,0.0004860238,0.0002444872,0.0001114364,0.00004197419,0.002416084],"category_scores_gemma":[0.00003838584,0.0001126919,0.0001210801,0.00006395816,0.0002006567,0.0002882277,0.00004612887,0.0001751575,0.003459487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009825284,"about_ca_system_score_gemma":0.00004714613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574947,"about_ca_topic_score_gemma":0.000724416,"domain_scores_codex":[0.9990348,0.00002417719,0.0002075476,0.0002999755,0.0001912746,0.0002422645],"domain_scores_gemma":[0.9996387,0.0000455903,0.00002819286,0.0001454687,0.00007537708,0.00006667653],"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":[0.000002672905,0.00003271004,0.000004374025,0.00005929297,0.00003111532,0.0000339656,0.003443488,0.000001260278,0.0002640756,0.5766521,0.4164936,0.002981367],"study_design_scores_gemma":[0.00005753751,0.00009731708,0.00009183912,0.00007688732,0.00004169919,0.000009978524,0.0002438233,0.00008822879,0.00003339709,0.001625074,0.9974454,0.0001888136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006263603,0.02979374,0.00005721711,0.005350814,0.003582431,0.0003140878,0.00003232488,0.000843883,0.9537619],"genre_scores_gemma":[0.8796602,0.0002920935,0.00003061813,0.0003590694,0.001169444,0.00003816426,0.00002246518,0.00001523334,0.1184127],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8733966,"threshold_uncertainty_score":0.9984958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327520438","doi":"10.4467/20843917rc.22.044.16698","title":"Echanges littéraires dans l’espace francophone. Le cas de la correspondance Senghor-Brien (1967‒1980)","year":2022,"lang":"en","type":"article","venue":"Romanica Cracoviensia","topic":"Canadian Identity and History","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":"Dynamism; Relation (database); Poetry; Humanities; French; Philosophy; Art; Literature; Art history; Epistemology; Computer science","authors":[{"name":"Grzegorz Duliński","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007834718702024433,"gpt":0.2416566646663142,"spread":0.2338219459642898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001435309,0.0001466135,0.0002389502,0.000308312,0.004257726,0.0003024716,0.0005670995,0.0001260044,0.0008741485],"category_scores_gemma":[0.0003740439,0.0002157619,0.0001447368,0.0008051046,0.0008051774,0.0002127467,0.0001711377,0.0004717872,0.0001380058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933741,"about_ca_system_score_gemma":0.002636253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4520791,"about_ca_topic_score_gemma":0.8130219,"domain_scores_codex":[0.9972157,0.001011266,0.0002036496,0.0004217334,0.0005664098,0.0005812388],"domain_scores_gemma":[0.9987538,0.0003438045,0.00013303,0.0004009987,0.00005645658,0.0003119251],"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":[0.0001454566,0.0003638876,0.00243872,0.00005686178,0.00007982702,0.001507917,0.4901192,0.0002743264,0.007629819,0.1187893,0.3682021,0.01039261],"study_design_scores_gemma":[0.0002322376,0.00005858663,0.01730058,0.00001093201,0.00001580276,0.00004284682,0.02294246,0.00005249926,0.00004417298,0.0005279289,0.9585142,0.0002577145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594656,0.003533933,0.0001900697,0.008741078,0.002395261,0.0004712665,0.0002049035,0.0003715255,0.1246264],"genre_scores_gemma":[0.9531751,0.0002846247,0.0001790893,0.0009083002,0.0004376112,0.00007047276,0.000009836514,0.00003732031,0.04489765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5903121,"threshold_uncertainty_score":0.9970386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205709768","doi":"10.4467/20843917rc.21.029.14431","title":"Pouvoir de mort et art de la Relation : une étude de Moi, Tituba sorcière… de Maryse Condé","year":2021,"lang":"en","type":"article","venue":"Romanica Cracoviensia","topic":"Caribbean and African Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Nothing; Relation (database); Art; Oppression; White (mutation); Philosophy; Political science","authors":[{"name":"Martyna Kander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009216732903705357,"gpt":0.2429475286019875,"spread":0.2337307956982821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004150596,0.0002106764,0.0002447691,0.00004318699,0.0003117837,0.000411065,0.0001375405,0.0001723485,0.001140677],"category_scores_gemma":[0.0000791722,0.0001928254,0.0001872946,0.00009620927,0.0001322072,0.0002302606,0.00005416798,0.000474068,0.00011388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296282,"about_ca_system_score_gemma":0.0003184847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007603788,"about_ca_topic_score_gemma":0.0009290458,"domain_scores_codex":[0.9986019,0.0002591844,0.0002424414,0.000293049,0.0001695618,0.0004338693],"domain_scores_gemma":[0.9992576,0.0001065811,0.00008726853,0.0002889636,0.0001085844,0.0001509898],"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":[0.00004764392,0.0002757821,0.002237538,0.00008380352,0.0001524622,0.0008817152,0.05201116,0.0001238452,0.01356283,0.6638048,0.2660448,0.0007735839],"study_design_scores_gemma":[0.0005376893,0.00006076463,0.02033537,0.0001054169,0.0001546876,0.0003364958,0.004829885,0.0004760545,0.0005127856,0.006254221,0.9660415,0.0003551249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4204461,0.001146855,0.0003820319,0.003741072,0.0002370324,0.0001669201,0.0001355348,0.0002298034,0.5735146],"genre_scores_gemma":[0.9634183,0.00009188194,0.0006848971,0.006866579,0.0005489297,0.00001576792,0.0001654261,0.00003540004,0.02817282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6999967,"threshold_uncertainty_score":0.9997724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405334806","doi":"10.4467/20843917rc.24.023.20420","title":"Troubler le protocole de dépucelage : désir, subjectivité sexuelle et autisme dans Mon père m’a donné un mari de Emmanuelle Bayamack-Tam","year":2024,"lang":"en","type":"article","venue":"Romanica Cracoviensia","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Eftihia Mihelakis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01311187126578978,"gpt":0.2920233888735249,"spread":0.2789115176077351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001567096,0.000288155,0.000317179,0.0001130669,0.0009275438,0.0004230075,0.0005403523,0.0003092312,0.000395412],"category_scores_gemma":[0.00028231,0.0003123603,0.0002225358,0.0006426417,0.0002721894,0.0005470047,0.0001314379,0.0005721383,0.0002234819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007065195,"about_ca_system_score_gemma":0.002399439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09852141,"about_ca_topic_score_gemma":0.1323252,"domain_scores_codex":[0.9968373,0.0006235756,0.0003317224,0.0006565218,0.0004709698,0.001079896],"domain_scores_gemma":[0.998539,0.0003466937,0.0001157294,0.0004906067,0.0000455153,0.0004625059],"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":[0.00009239116,0.0003990905,0.003233976,0.0003103163,0.000182518,0.00132086,0.06410602,0.0002238273,0.01400147,0.6963611,0.208809,0.01095937],"study_design_scores_gemma":[0.000467983,0.0001114246,0.02211854,0.0001898099,0.0000532225,0.00005565177,0.001066381,0.002464984,0.001948727,0.0123434,0.958636,0.0005438796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.60388,0.001265948,0.003703473,0.05390079,0.0007962643,0.007430041,0.0004306037,0.001039581,0.3275532],"genre_scores_gemma":[0.9572365,0.00009779143,0.0007361934,0.002441894,0.0003893539,0.0006997817,0.000008425805,0.00007098482,0.03831904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.749827,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}