{"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":"be42d7e6d6c4","filters":{"venue":"Revista de Metalurgia"}},"results":[{"id":"W2050608237","doi":"10.3989/revmetalm.0941","title":"Evaluación de resinas de intercambio iónico para el control del hierro en soluciones de electro-obtención de cobre","year":2010,"lang":"es","type":"article","venue":"Revista de Metalurgia","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Humanities; Art","authors":[{"name":"F. Parada","is_ca":false},{"name":"David Dreisinger","is_ca":true},{"name":"I. Wilkomirsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006202959323098122,"gpt":0.2733273084385094,"spread":0.2671243491154113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004232567,0.000933089,0.001206984,0.000396227,0.000439801,0.0006981211,0.0009399845,0.0009256912,0.0002780237],"category_scores_gemma":[0.001067055,0.001033869,0.0006718985,0.0006217922,0.0001724242,0.0003385094,0.000100909,0.002791558,0.0001627196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825522,"about_ca_system_score_gemma":0.001338908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004010473,"about_ca_topic_score_gemma":0.0001313856,"domain_scores_codex":[0.9934264,0.001224243,0.001072402,0.0008220972,0.0005391709,0.002915646],"domain_scores_gemma":[0.9969738,0.0005937521,0.0003581126,0.0009630625,0.0002743849,0.0008369298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003301444,0.0001825801,0.005025998,0.0006261995,0.0005995559,0.000155104,0.0006206414,0.0008921447,0.9543144,0.02835047,0.002559785,0.006342957],"study_design_scores_gemma":[0.00495336,0.001177311,0.0253904,0.001210091,0.003265297,0.004254125,0.0001727544,0.4239292,0.4950179,0.005558263,0.03223654,0.002834829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453601,0.01078604,0.1389867,0.002093801,0.0001638639,0.0007029339,0.00003777614,0.0005872442,0.001281613],"genre_scores_gemma":[0.9849785,0.001953354,0.009881116,0.001328183,0.0007802403,0.0002336091,0.000051251,0.0002804419,0.0005133293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4592966,"threshold_uncertainty_score":0.999509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155586522","doi":"","title":"Unamuno y Alemania. Bibliografía comentada 1986-1996","year":2009,"lang":"es","type":"article","venue":"Revista de Metalurgia","topic":"Spanish Philosophy and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Art; Humanities","authors":[{"name":"José Ramón Jouve Martín","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01888339892413394,"gpt":0.2549156599237162,"spread":0.2360322609995822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000645202,0.0006928099,0.0009180157,0.001173341,0.0007676829,0.00502062,0.0006500775,0.0002606712,0.005635757],"category_scores_gemma":[0.00003536209,0.0006172713,0.0007169188,0.000832771,0.0002904258,0.000619164,0.00008980427,0.0007233425,0.0006398805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112513,"about_ca_system_score_gemma":0.00009253033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155007,"about_ca_topic_score_gemma":0.000008342296,"domain_scores_codex":[0.9967621,0.000335721,0.000801172,0.0006811075,0.0005574511,0.0008624632],"domain_scores_gemma":[0.9981143,0.0001273982,0.0003569426,0.0008885984,0.0001746403,0.0003380958],"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":[0.00008179135,0.0003910716,0.0004305377,0.0003033068,0.0003573013,0.000184139,0.002286952,0.000002737713,0.0004519282,0.9492091,0.04287424,0.003426883],"study_design_scores_gemma":[0.0007246041,0.0004691552,0.002225556,0.0006193692,0.0006054613,0.0000602227,0.000314131,0.00007814634,0.00009338468,0.005998319,0.9880616,0.0007500718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2782325,0.1854797,0.0001103373,0.01808148,0.002540753,0.002383851,0.001717293,0.000926019,0.510528],"genre_scores_gemma":[0.9786727,0.003263727,0.000223321,0.004491687,0.002930597,0.00001811065,0.0002192277,0.00007216567,0.01010847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9451873,"threshold_uncertainty_score":0.9996279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W37331300","doi":"10.3989/revmetalm.1140","title":"Desarrollo para la producción de acero con bajo contenido de fósforo en las operaciones de Arcelor Mittal Tubarão","year":2013,"lang":"es","type":"article","venue":"Revista de Metalurgia","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Phosphorus; Metallurgy; Production (economics); Materials science; Engineering; Manufacturing engineering; Environmental science; Economics","authors":[{"name":"W. Luiz-Corrêa","is_ca":false},{"name":"H. Silva-Furtado","is_ca":true},{"name":"José Roberto de Oliveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01018261130611629,"gpt":0.247859402362287,"spread":0.2376767910561707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002080046,0.0008585072,0.001256714,0.0001732893,0.000213658,0.0009435926,0.0008051654,0.0005983596,0.001591916],"category_scores_gemma":[0.0009398194,0.0007671716,0.0005703896,0.0004232496,0.0002064559,0.0004999759,0.0002090171,0.0009851762,0.0006316754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006045217,"about_ca_system_score_gemma":0.0003756958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003834645,"about_ca_topic_score_gemma":0.00000997121,"domain_scores_codex":[0.9955626,0.0007675489,0.0009375506,0.0007586213,0.0004186273,0.001555094],"domain_scores_gemma":[0.9972905,0.0006757202,0.0002332147,0.0008098268,0.000219472,0.0007712924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009484024,0.00194156,0.01050982,0.02260558,0.008011771,0.002008767,0.005662386,0.08781365,0.5068472,0.2403991,0.003189729,0.110062],"study_design_scores_gemma":[0.00205425,0.0002273363,0.01069422,0.0009510053,0.001210627,0.001002462,0.0003026928,0.7922699,0.004950247,0.002414296,0.1821403,0.001782612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236393,0.0149907,0.05416002,0.0008758198,0.0001836318,0.001168472,0.00005973668,0.000334255,0.004588039],"genre_scores_gemma":[0.9840605,0.00293009,0.009803781,0.0002402387,0.0004585231,0.0002567884,0.00004523624,0.0002428969,0.00196194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7044563,"threshold_uncertainty_score":0.9994779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414337854","doi":"10.3989/revmetalm.e260.2344","title":"Effect of further grinding process on reduction of scale with carbonized almond shells","year":2025,"lang":"en","type":"article","venue":"Revista de Metalurgia","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Phytronix (Canada)","funders":"Firat University Scientific Research Projects Management Unit; Firat Üniversitesi","keywords":"Mill scale; Carbonization; Mill; Steel mill; Reduction (mathematics); Grinding; Direct reduced iron; Shell (structure); Coke","authors":[{"name":"Mustafa Boyrazlı","is_ca":false},{"name":"Elif Arancı Öztürk","is_ca":false},{"name":"Yunus Emre Benkli","is_ca":false},{"name":"Nadir Şengül","is_ca":false},{"name":"Muhlis Nezihi Sarıdede","is_ca":false},{"name":"Mesut Yalçın","is_ca":false},{"name":"F. Yakuphanoğlu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002698613301854246,"gpt":0.2287134196939987,"spread":0.2260148063921444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000381019,0.0001288308,0.0003287561,0.0001222247,0.00001498137,0.0000134745,0.000095706,0.00006112654,0.000009747665],"category_scores_gemma":[0.00002038783,0.0001038989,0.0000701575,0.0003549342,0.00002019075,0.00003470475,0.00001022504,0.0001091374,0.000001277664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000525366,"about_ca_system_score_gemma":0.00001999887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007470769,"about_ca_topic_score_gemma":8.625245e-7,"domain_scores_codex":[0.9993584,0.00004990573,0.0002030743,0.0001273674,0.0001242299,0.0001370449],"domain_scores_gemma":[0.9996207,0.00003891203,0.00006067301,0.0002120834,0.00003958163,0.00002803859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001787081,0.000295997,0.0119001,0.02278502,0.001606595,0.0000246087,0.001573689,0.1061007,0.5004751,0.0123336,0.00009651708,0.341021],"study_design_scores_gemma":[0.001847417,0.0006766554,0.001204947,0.00186403,0.0006007344,0.00001852131,0.0001514691,0.4332086,0.5597288,0.0001348013,0.0001985093,0.000365475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960311,0.0004545136,0.001082601,0.000006387407,0.00009019526,0.0002442789,0.000004296153,0.0000493572,0.002037253],"genre_scores_gemma":[0.9996611,0.0000460023,0.0001600957,0.000001719061,0.00001514186,0.00001774443,0.000003325086,0.00002471504,0.00007014656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3406555,"threshold_uncertainty_score":0.4236875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}