{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"5bf53bd3a658","filters":{"venue":"L'industria"}},"results":[{"id":"W2131250811","doi":"10.1430/2369","title":"L'Ultimo-Quarto-di-Secolo: età della globalizzazione","year":2001,"lang":"it","type":"article","venue":"L'industria","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Globalization; Geopolitics; Economy; World economy; Economic history; Industrial Revolution; Work (physics); Humanities; Political science; History; Geography; Economics; Politics; Art; Engineering; Law; Archaeology","authors":[{"name":"Luciano Cafagna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06759092724913944,"gpt":0.2418566276561782,"spread":0.1742657004070387,"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":[0.0005900311,0.0006145294,0.001108306,0.0001772187,0.0005898153,0.000240549,0.0007479004,0.001169182,0.0103677],"category_scores_gemma":[0.0002705128,0.0006697435,0.0004038257,0.0009977239,0.0002279328,0.000610237,0.0003668427,0.00103215,0.01772564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953644,"about_ca_system_score_gemma":0.00006109591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009728741,"about_ca_topic_score_gemma":0.00004100754,"domain_scores_codex":[0.996197,0.00005576562,0.001327003,0.001077209,0.0001597204,0.00118324],"domain_scores_gemma":[0.9980962,0.00009548415,0.000768249,0.0005555486,0.0001054699,0.0003790042],"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":[0.0001851142,0.0004532865,0.3505535,0.00004028638,0.001041485,0.0001660818,0.001255748,0.000286422,0.000015822,0.09416534,0.5085282,0.04330881],"study_design_scores_gemma":[0.002093305,0.0001836795,0.02517945,0.00007552408,0.00009600778,0.00002824886,0.001532739,0.0005621176,0.00002310186,0.002921116,0.9664237,0.0008809373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4279208,0.04386166,0.0003015108,0.01101143,0.006374442,0.001276352,0.001156538,0.000257344,0.5078399],"genre_scores_gemma":[0.8589934,0.02674682,0.00008523319,0.001319847,0.001530551,0.00004161017,0.0000886537,0.00005933833,0.1111345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4578956,"threshold_uncertainty_score":0.9995754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123601169","doi":"10.1430/2376","title":"Stato e industria nell'ultimo quarto di secolo","year":2001,"lang":"it","type":"article","venue":"L'industria","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","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":"State (computer science); Dominion; Constitution; Quarter (Canadian coin); Liberalization; Competition (biology); Government (linguistics); Order (exchange); Economy; Market economy; Revenue; Power (physics); Political science; Political economy; Economics; Business; Law; Accounting; Finance","authors":[{"name":"Sabino Cassese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07962057637183244,"gpt":0.2384193847465048,"spread":0.1587988083746724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000788772,0.0007794509,0.001366705,0.0002853492,0.0006714161,0.0003400519,0.0008977103,0.001710508,0.01031465],"category_scores_gemma":[0.0004265981,0.0008478517,0.0004130295,0.001284731,0.000267323,0.0009416028,0.0004404681,0.002067874,0.01287281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829787,"about_ca_system_score_gemma":0.0001158136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441159,"about_ca_topic_score_gemma":0.00004373432,"domain_scores_codex":[0.995249,0.00008670732,0.001670806,0.001298722,0.0001954796,0.001499233],"domain_scores_gemma":[0.9974774,0.0001753525,0.001024584,0.0006798749,0.000119492,0.000523311],"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":[0.0001999375,0.0004119481,0.4541056,0.00003747279,0.0008028234,0.0001454303,0.002268471,0.0002733974,0.00001248857,0.02662426,0.4671104,0.04800777],"study_design_scores_gemma":[0.002974616,0.0002791864,0.03115812,0.00009258479,0.00011659,0.00001742854,0.004659542,0.0004345417,0.0000337396,0.001719271,0.9573727,0.001141676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7645648,0.01766269,0.0001954937,0.01093435,0.006508495,0.001677594,0.001722102,0.0002707255,0.1964638],"genre_scores_gemma":[0.8538705,0.01173816,0.00004643336,0.0009777523,0.001753823,0.00006588112,0.0001166784,0.00008317272,0.1313476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4902623,"threshold_uncertainty_score":0.9995855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801118320","doi":"10.1430/88847","title":"Le peculiarità del reshoring manifatturiero in Italia: un’analisi basata su dati secondari","year":2017,"lang":"it","type":"article","venue":"L'industria","topic":"Outsourcing and Supply Chain Management","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":"Outsourcing; Clothing; Insourcing; Business; Extant taxon; Economic geography; Order (exchange); Corporate governance; Economy; Geography; Regional science; Economics; Marketing","authors":[{"name":"Paolo Barbieri","is_ca":false},{"name":"Luciano Fratocchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03125577685826261,"gpt":0.2406366501737703,"spread":0.2093808733155077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002269115,0.0008020842,0.0009182598,0.0006818734,0.002140866,0.005851259,0.00238232,0.0006633917,0.002308276],"category_scores_gemma":[0.0008341771,0.0009034543,0.0002829536,0.0005621034,0.000267034,0.003650082,0.00231705,0.00147663,0.0009537844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813786,"about_ca_system_score_gemma":0.000199984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01776148,"about_ca_topic_score_gemma":0.00400355,"domain_scores_codex":[0.9951603,0.00009833813,0.001147642,0.001384979,0.0008142663,0.001394451],"domain_scores_gemma":[0.9959602,0.00009659761,0.001016617,0.002626969,0.0001899262,0.0001097409],"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":[0.0002852543,0.0008175006,0.5364738,0.00104623,0.0008213978,0.001914382,0.0007452022,0.00197147,0.0000854208,0.1191144,0.3110422,0.02568281],"study_design_scores_gemma":[0.005905185,0.00004147916,0.09812995,0.001078985,0.0004991728,0.000006803496,0.00447236,0.01171098,0.0001320024,0.002857984,0.8733613,0.001803819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2759157,0.001176537,0.001301969,0.06744525,0.008539129,0.002891004,0.0001831252,0.0004831451,0.6420642],"genre_scores_gemma":[0.9653715,0.00004834842,0.0001440144,0.001167192,0.003117686,0.00004379247,0.0002467531,0.0001377457,0.02972296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6894558,"threshold_uncertainty_score":0.9998241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100028936","doi":"10.1430/2266","title":"Gli aspetti istituzionali e la competizione internazionale nell'industria agro alimentare","year":2000,"lang":"it","type":"article","venue":"L'industria","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":"Certification; Compromise; Business; Welfare economics; International trade; Domestic market; International market; Agricultural science; Political science; Economics; Management","authors":[{"name":"Marina Schenkel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01994532477441225,"gpt":0.2253961690359879,"spread":0.2054508442615757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007198047,0.001035753,0.001035147,0.0003469948,0.0009146495,0.001239115,0.001079772,0.0007936849,0.06264047],"category_scores_gemma":[0.0001578286,0.0009782746,0.0004402726,0.001404334,0.0004663091,0.001793735,0.0006761384,0.00162462,0.01029074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002506031,"about_ca_system_score_gemma":0.0001884952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452798,"about_ca_topic_score_gemma":0.0002473253,"domain_scores_codex":[0.9951102,0.0001480382,0.00118135,0.001208241,0.001119073,0.001233163],"domain_scores_gemma":[0.9979158,0.00027139,0.0005488963,0.000749068,0.0003701806,0.0001446491],"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":[0.0008156205,0.00160401,0.0420251,0.0002801616,0.001873531,0.0007104101,0.0003670846,0.0002557063,0.0004065864,0.07299758,0.8274473,0.05121689],"study_design_scores_gemma":[0.003781984,0.00008316281,0.01538415,0.0007898979,0.0006556129,0.00002412272,0.0005912715,0.0003332814,0.000178274,0.0007836046,0.9762316,0.001162993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4512317,0.004064916,0.00003503518,0.04095196,0.00562026,0.001732558,0.0005856998,0.0006246007,0.4951533],"genre_scores_gemma":[0.8155142,0.0003617343,0.00008889422,0.004636462,0.009161597,0.00006738048,0.0005261175,0.0001385196,0.1695051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3642825,"threshold_uncertainty_score":0.9997977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}