{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"0a4a5be166d5","filters":{"venue":"GIORNALE DI DIRITTO DEL LAVORO E DI RELAZIONI INDUSTRIALI"}},"results":[{"id":"W1752179644","doi":"","title":"Note critiche a margine delle sentenze della Corte di Giustizia nei casi Laval e Viking","year":2008,"lang":"it","type":"article","venue":"GIORNALE DI DIRITTO DEL LAVORO E DI RELAZIONI INDUSTRIALI","topic":"Human Rights and Immigration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Umberto Carabelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0605866995904997,"gpt":0.295689707007497,"spread":0.2351030074169973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001988224,0.001290855,0.001604453,0.0005177507,0.005127824,0.0009395415,0.001313375,0.002017953,0.001205553],"category_scores_gemma":[0.001219665,0.001230545,0.000996751,0.001725152,0.001748937,0.001333677,0.0003926376,0.002482964,0.0009223477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059928,"about_ca_system_score_gemma":0.001999638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0278253,"about_ca_topic_score_gemma":0.005022649,"domain_scores_codex":[0.9894091,0.001488782,0.002370208,0.001788926,0.00246986,0.002473055],"domain_scores_gemma":[0.9945558,0.0008134569,0.001105547,0.001186873,0.001091319,0.001246989],"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":[0.003933817,0.007357932,0.1450102,0.0005814228,0.00312634,0.009498464,0.1479482,0.006001011,0.008689823,0.08835257,0.5374796,0.04202059],"study_design_scores_gemma":[0.008796026,0.0008418095,0.01501669,0.001274088,0.001467516,0.0004418938,0.00698149,0.009719349,0.001591311,0.0009909337,0.9493412,0.003537643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448756,0.004453767,0.002683985,0.009758647,0.009055648,0.002830653,0.0005345385,0.000574185,0.02523299],"genre_scores_gemma":[0.9326932,0.005088279,0.0002110985,0.0006635938,0.006270774,0.00009199274,0.000287308,0.0002098436,0.05448391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4118616,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157184102","doi":"10.3280/gdl2011-131006","title":"La prospettiva dell'Unione europea: dare preminenza al mercato interno o rivedere la dottrina Laval?","year":2011,"lang":"it","type":"article","venue":"GIORNALE DI DIRITTO DEL LAVORO E DI RELAZIONI INDUSTRIALI","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","cited_by":3,"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","authors":[{"name":"Rebecca Zahn","is_ca":false},{"name":"Bruno De Witte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04730205820081083,"gpt":0.2402434228958369,"spread":0.1929413646950261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002107688,0.001573859,0.001598703,0.0006493729,0.001182169,0.001566881,0.001785083,0.001157143,0.001167231],"category_scores_gemma":[0.001192391,0.001412046,0.0007642277,0.001782869,0.0009378677,0.002448528,0.002333875,0.002778989,0.002099612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422146,"about_ca_system_score_gemma":0.0003046589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006539927,"about_ca_topic_score_gemma":0.0003294526,"domain_scores_codex":[0.9925982,0.0006417467,0.001947223,0.001830416,0.001292241,0.001690183],"domain_scores_gemma":[0.995505,0.0003965515,0.00140844,0.001322581,0.00111371,0.0002536865],"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":[0.002896155,0.004478612,0.3885919,0.001255915,0.003374697,0.002940343,0.005417357,0.00004300445,0.0006762463,0.05050888,0.4993476,0.04046929],"study_design_scores_gemma":[0.00544852,0.000160934,0.05024719,0.001865929,0.001263517,0.00007928784,0.001580034,0.000153503,0.0003992133,0.0003831491,0.9365682,0.001850539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5648498,0.01401435,0.0002105287,0.006849176,0.006346584,0.003213522,0.0004392742,0.001090485,0.4029863],"genre_scores_gemma":[0.9651755,0.00253496,0.0001306839,0.001381074,0.003796867,0.0001854162,0.0002348589,0.0003531134,0.02620755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4372206,"threshold_uncertainty_score":0.9997458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107774304","doi":"10.3280/gdl2011-131001","title":"Il diritto di sciopero nel dialogo fra corti. Casi nazionali a confronto dopo Laval","year":2011,"lang":"it","type":"article","venue":"GIORNALE DI DIRITTO DEL LAVORO E DI RELAZIONI INDUSTRIALI","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Silvana Sciarra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0658986898315949,"gpt":0.2307910589380779,"spread":0.164892369106483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002117702,0.002243761,0.002526097,0.0007507492,0.001967514,0.002310687,0.002518776,0.002207826,0.004700695],"category_scores_gemma":[0.001158798,0.002263036,0.00142218,0.002342992,0.00134704,0.004555792,0.001701293,0.002788944,0.004367463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006571119,"about_ca_system_score_gemma":0.001099126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04674737,"about_ca_topic_score_gemma":0.004568642,"domain_scores_codex":[0.9879963,0.000371715,0.003300096,0.002742468,0.002588694,0.003000665],"domain_scores_gemma":[0.9919791,0.000340496,0.003183403,0.002298871,0.001643315,0.0005548222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005001113,0.004895343,0.4625297,0.0008954899,0.002377121,0.003511167,0.002199436,0.000220925,0.001485077,0.1127247,0.3759236,0.02823632],"study_design_scores_gemma":[0.01038011,0.0003452375,0.09088033,0.001828172,0.002105613,0.0001021239,0.001390693,0.001126234,0.0005550943,0.002489721,0.8848927,0.003903974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8651685,0.01070074,0.0005152459,0.005698824,0.01692306,0.004208197,0.001407144,0.001011581,0.0943667],"genre_scores_gemma":[0.9549841,0.002438371,0.00009749211,0.003024857,0.01120529,0.0003378031,0.0008855273,0.0004898791,0.02653671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089691,"threshold_uncertainty_score":0.9995117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1665269018","doi":"10.3280/gdl2011-131005","title":"Responsabilitŕ e sanzioni per sciopero illegittimo: cambia qualcosa in Italia dopo Laval?","year":2011,"lang":"it","type":"article","venue":"GIORNALE DI DIRITTO DEL LAVORO E DI RELAZIONI INDUSTRIALI","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","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":"Humanities; Art; Philosophy; Political science","authors":[{"name":"Antonio Lo Faro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0581078792853371,"gpt":0.2487067940319004,"spread":0.1905989147465633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003757058,0.001665284,0.00206489,0.001331893,0.001451011,0.001464695,0.001737704,0.001552364,0.004052071],"category_scores_gemma":[0.002373069,0.001555443,0.0009175125,0.003147551,0.001150364,0.003515977,0.001564868,0.002540692,0.003721601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827374,"about_ca_system_score_gemma":0.0005553131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04042679,"about_ca_topic_score_gemma":0.004697535,"domain_scores_codex":[0.9901758,0.000614282,0.002881921,0.002242273,0.001634243,0.002451523],"domain_scores_gemma":[0.9951622,0.0004612017,0.001247599,0.001765856,0.001095742,0.0002673662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00557116,0.004764627,0.6851865,0.0008939089,0.001456671,0.001545235,0.008079549,0.0001246317,0.000427843,0.06108964,0.2193789,0.01148129],"study_design_scores_gemma":[0.009313591,0.0002781946,0.1693092,0.001746441,0.001044262,0.00003896471,0.006197131,0.0003601355,0.0002347007,0.001451199,0.8068445,0.003181588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856727,0.007623529,0.00002470839,0.007188158,0.0080078,0.002428919,0.0002548046,0.0004583675,0.08834097],"genre_scores_gemma":[0.9638855,0.001072449,0.000117738,0.00147784,0.004486491,0.0002754575,0.000168006,0.0002799562,0.0282365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5874656,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1904484426","doi":"10.3280/gdl2011-131004","title":"Il recepimento delle direttiva sul distacco transnazionale in Italia: l'impatto del caso Laval","year":2011,"lang":"it","type":"article","venue":"GIORNALE DI DIRITTO DEL LAVORO E DI RELAZIONI INDUSTRIALI","topic":"Legal and Labor Studies","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","authors":[{"name":"Giovanni Orlandini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04799654613807717,"gpt":0.2363242389596481,"spread":0.1883276928215709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001859907,0.0017078,0.001987448,0.0009715855,0.001257658,0.0009670638,0.001526314,0.001374149,0.00240403],"category_scores_gemma":[0.0006770419,0.001646495,0.000934794,0.002857507,0.000655998,0.003125368,0.0009563675,0.002203129,0.001323008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678406,"about_ca_system_score_gemma":0.0004124982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03226242,"about_ca_topic_score_gemma":0.005446497,"domain_scores_codex":[0.9908588,0.0003389949,0.002697116,0.002018608,0.001628066,0.002458432],"domain_scores_gemma":[0.9961491,0.0003089458,0.001178089,0.001232743,0.0008253665,0.0003057054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004375347,0.006793943,0.7846559,0.001104864,0.002375891,0.003389246,0.006001651,0.0002599099,0.0006981195,0.03448503,0.1399312,0.01592887],"study_design_scores_gemma":[0.01485182,0.0003610076,0.1469301,0.002165936,0.002023181,0.00006723632,0.004665936,0.0008956483,0.001184193,0.002084475,0.8202524,0.004518122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215074,0.01207632,0.0001170574,0.006791736,0.006096613,0.00251033,0.0007848624,0.0004375471,0.04967816],"genre_scores_gemma":[0.9731874,0.001831751,0.00008589571,0.001012913,0.003458472,0.0003148845,0.0004688266,0.0002883164,0.01935152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6803211,"threshold_uncertainty_score":0.9999223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}