{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":43,"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"},"query_hash":"ba277898f5e6","filters":{"topic":"Vocational Education and Training"}},"results":[{"id":"W2974913256","doi":"10.1007/978-3-319-49789-1","title":"Handbook of vocational education and training: developments in the changing world of work","year":2019,"lang":"en","type":"article","venue":"","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vocational education; Curriculum; Competence (human resources); Work (physics); Quarter (Canadian coin); Political science; Engineering ethics; Sociology; Pedagogy; Mathematics education; Management; Psychology; Engineering; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.05715636303900811,"gpt":0.3544738920553875,"spread":0.2973175290163794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007233178,0.00003028898,0.00005620176,0.000224261,0.00005991039,0.0000106912,0.00008719905,0.00001576031,0.0002621458],"category_scores_gemma":[0.00007586992,0.00002460822,0.00001057056,0.0007043345,0.00006636039,0.0000786004,0.000006542214,0.00003224212,0.000006954883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001918426,"about_ca_system_score_gemma":0.0007071365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009159504,"about_ca_topic_score_gemma":0.0003429807,"domain_scores_codex":[0.9994769,0.00005023353,0.0001376292,0.00006645796,0.0001866551,0.0000821209],"domain_scores_gemma":[0.9996226,0.0001763796,0.00006796851,0.00004551973,0.00006940247,0.00001816404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004182785,0.00009747672,0.1377417,0.00001035075,0.000006517404,1.194368e-8,0.4077757,0.000003258604,0.0000306023,0.3496745,0.0002050832,0.1044507],"study_design_scores_gemma":[0.000193704,0.000007064933,0.7547068,0.0001802872,0.000003687294,3.608971e-7,0.2194387,0.000005919408,0.00008119164,0.003508698,0.02179789,0.0000757111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5699928,0.000225532,0.00008248031,0.003734678,0.0002631618,0.0002690666,4.547399e-7,0.000004991982,0.4254268],"genre_scores_gemma":[0.9901374,0.00001014499,0.002477716,0.0002719145,0.00003532317,0.00001284143,0.000004874385,0.000001777461,0.007048031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6169651,"threshold_uncertainty_score":0.2870312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084410676","doi":"10.3224/84742437","title":"Jahrbuch der berufs- und wirtschaftspädagogischen Forschung 2020","year":2020,"lang":"de","type":"book","venue":"Verlag Barbara Budrich eBooks","topic":"Vocational Education and Training","field":"Social Sciences","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":"Political science; Humanities; Uzbek; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04624088409803409,"gpt":0.3392528777034354,"spread":0.2930119936054013,"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","insufficient_payload"],"category_scores_codex":[0.001263629,0.001281098,0.001333119,0.0003719707,0.002035338,0.0007726704,0.001821436,0.001444754,0.004148314],"category_scores_gemma":[0.0009877171,0.00142869,0.0007730927,0.0006126453,0.00123851,0.0003880345,0.0004050137,0.002128237,0.01404057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318185,"about_ca_system_score_gemma":0.008750886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005013276,"about_ca_topic_score_gemma":0.00066016,"domain_scores_codex":[0.9919155,0.0006517534,0.001539351,0.001939244,0.002350909,0.00160323],"domain_scores_gemma":[0.994681,0.001105113,0.00101585,0.0009554533,0.0007247959,0.001517798],"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":[0.0002736558,0.0004732495,0.001696748,0.0007294466,0.004640266,0.0003295134,0.1651702,0.000113799,0.0002438378,0.3890594,0.3867382,0.05053179],"study_design_scores_gemma":[0.0008619404,0.0001712007,0.0005034464,0.0003275125,0.001085733,0.00000934958,0.00381207,0.0001951585,0.00003240584,0.00733316,0.984102,0.001565998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009631091,0.005441876,0.0003598453,0.009912072,0.005709965,0.001881602,0.000172721,0.0003697433,0.9751891],"genre_scores_gemma":[0.1108732,0.0007438302,0.002135684,0.007520615,0.01278176,0.0003036622,0.0009762101,0.00037408,0.864291],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5973639,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558672587","doi":"","title":"Competency-based Curriculum for Digital Fabrication and Makerspaces","year":2016,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design; Western University","funders":"","keywords":"Curriculum; Computer science; Engineering; Pedagogy; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.03455464837633623,"gpt":0.3165812307312284,"spread":0.2820265823548922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001836944,0.0001183925,0.000134472,0.0004269164,0.0003152902,0.00007638025,0.0001610158,0.0001016726,0.0003326977],"category_scores_gemma":[0.002109713,0.0000945405,0.00002082984,0.0004083241,0.0008737536,0.0001840466,0.00001661971,0.00008904168,0.00003634853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006090877,"about_ca_system_score_gemma":0.001386801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001986651,"about_ca_topic_score_gemma":0.0005569376,"domain_scores_codex":[0.9990356,0.00002821639,0.0001644832,0.0003127589,0.0002134836,0.000245453],"domain_scores_gemma":[0.9980161,0.001148628,0.0001095133,0.0001244544,0.0004440185,0.0001573066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004652627,0.00008933982,0.02999102,0.000005405508,0.00000722353,9.883902e-8,0.0008391066,3.863083e-8,0.00004955735,0.9482203,0.001459802,0.01933346],"study_design_scores_gemma":[0.000438372,0.0000478641,0.01535758,0.0000855271,0.00001074272,0.000001231021,0.001288488,0.00003411689,0.00007214468,0.9711128,0.0113759,0.0001752167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01475578,0.0001635838,0.0005739573,0.9778065,0.0009955484,0.0003151801,0.00003722045,0.00007511159,0.00527709],"genre_scores_gemma":[0.9951862,0.0001068727,0.002137024,0.0002962557,0.0004665118,0.0002711876,0.00004678136,0.000008194953,0.001480951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9804304,"threshold_uncertainty_score":0.385525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084631456","doi":"10.25656/01:20654","title":"Messung von Finanzkompetenz – Ergebnisse eines Symposiums","year":2020,"lang":"de","type":"article","venue":"Pedocs (German Institute for International Educational Research)","topic":"Vocational Education and Training","field":"Social Sciences","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; Art; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1850719354678115,"gpt":0.4829624281612068,"spread":0.2978904926933953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001994503,0.0004400913,0.0004073217,0.0006388011,0.002243964,0.0008785726,0.002059637,0.0002843206,0.008578315],"category_scores_gemma":[0.01211399,0.0005014906,0.0003783778,0.001316703,0.001398579,0.001532681,0.0002981987,0.0008294315,0.00484231],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000807099,"about_ca_system_score_gemma":0.006904606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028154,"about_ca_topic_score_gemma":0.0006642055,"domain_scores_codex":[0.9936044,0.0003275148,0.001025872,0.001132456,0.002850904,0.00105887],"domain_scores_gemma":[0.9911086,0.001837466,0.0004083042,0.0003710223,0.005245518,0.001029103],"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":[0.0002155064,0.000687757,0.0008966447,0.0001526171,0.0003916242,0.000004214473,0.02445081,0.0004471994,0.0001731804,0.6702018,0.3006827,0.001695865],"study_design_scores_gemma":[0.0007657917,0.000136601,0.002880944,0.000166558,0.00007250068,0.000004384886,0.003482657,0.00236496,0.00006918414,0.01353357,0.9760092,0.000513626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02068812,0.003254037,0.0009737868,0.813756,0.03517037,0.002516024,0.001783769,0.0001151423,0.1217427],"genre_scores_gemma":[0.9050958,0.002031362,0.003364468,0.004574995,0.03669989,0.0008732491,0.006619546,0.0001239694,0.04061669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8844077,"threshold_uncertainty_score":0.9997437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404655014","doi":"10.1007/978-3-031-66517-2_13","title":"The Sustainable Digitalization Community of a German Federal Ministry—intention, Structure and Progress","year":2024,"lang":"en","type":"book-chapter","venue":"Springer proceedings in business and economics","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"","keywords":"German; Christian ministry; Political science; Business; Geography; Archaeology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02004569691917513,"gpt":0.2797013510698933,"spread":0.2596556541507182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646882,0.0001193253,0.0001514518,0.00009308789,0.0005784792,0.0005819125,0.0001210034,0.0001348862,0.00001418773],"category_scores_gemma":[0.000064859,0.0001083051,0.00002046854,0.00005618466,0.000506866,0.0002647908,0.00009670841,0.0001898117,6.34992e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008887946,"about_ca_system_score_gemma":0.0001687317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854442,"about_ca_topic_score_gemma":0.0006245826,"domain_scores_codex":[0.9993911,0.000003410102,0.0002452958,0.0001512282,0.00006193654,0.0001470137],"domain_scores_gemma":[0.9993458,0.00003479009,0.0001862402,0.00005394807,0.0003395378,0.00003963153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006936203,0.000006690342,0.003851451,0.0002811273,0.00001827748,2.14863e-7,0.006988848,9.454148e-7,3.343021e-7,0.9857723,0.00004255098,0.003030383],"study_design_scores_gemma":[0.0001964423,0.00001642955,0.02641493,0.000421003,0.00003394095,0.000007379117,0.02059559,0.00007932673,0.000003519102,0.5431269,0.4087881,0.0003164236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650558,0.001298801,0.000003220689,0.004662259,0.0004082641,0.0004686075,0.00001780782,0.00002850695,0.3280567],"genre_scores_gemma":[0.9361059,0.001306828,0.00003783281,0.00002343513,0.000119175,0.000009722661,0.00001634017,0.00001931879,0.06236141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4426453,"threshold_uncertainty_score":0.5611396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976886436","doi":"10.60692/td951-var04","title":"Reduction in total leukocytes in malaria patients compared to febrile controls: A systematic review and meta-analysis","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Vocational Education and Training","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":"Systematic review; Funnel plot; Malaria; Meta-analysis; Psychological intervention; MEDLINE; Study heterogeneity; Publication bias","retraction":null,"screen_n_in":null,"score":{"opus":0.1124827605563236,"gpt":0.3003684362278779,"spread":0.1878856756715543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009096618,0.0001113096,0.0008122806,0.0003175011,0.00010096,0.0001632002,0.0001021247,0.00004574274,0.00008027639],"category_scores_gemma":[0.0003169919,0.00009372777,0.0001279371,0.001170881,0.00002050583,0.0006262536,0.0000192002,0.00006047682,0.0001646606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149942,"about_ca_system_score_gemma":0.00006482976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189414,"about_ca_topic_score_gemma":0.00002287651,"domain_scores_codex":[0.9981827,0.0003305093,0.0008544584,0.0001442249,0.0003327758,0.0001553985],"domain_scores_gemma":[0.9992009,0.00002009919,0.0003088253,0.0001183086,0.0002151957,0.0001366794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003286476,0.00001064685,0.05227514,0.02435455,0.004176988,5.550825e-7,0.9160181,0.001059734,1.188873e-7,0.00198243,0.00008034288,0.000008495893],"study_design_scores_gemma":[0.003267137,0.00009564267,0.3510713,0.003630827,0.09079566,0.000007820897,0.5440722,0.005851343,0.000005733461,0.00000631978,0.0001434107,0.001052556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425156,0.001263895,0.00235025,0.02780723,0.0004837822,0.01496472,0.0003247725,0.0003211773,0.009968596],"genre_scores_gemma":[0.9984985,9.343973e-7,0.00009233146,0.0009802483,0.00001668803,0.0003315004,0.0000264728,0.000003245099,0.00005005761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719459,"threshold_uncertainty_score":0.3822107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065998644","doi":"","title":"Firm foreign activity and the geography of exchange rate risk [update of 2022-02]","year":2022,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"Vocational Education and Training","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":"George (robot); International finance; Foreign exchange; Association (psychology); Exchange rate; Public finance","retraction":null,"screen_n_in":null,"score":{"opus":0.03261613202049704,"gpt":0.2704078952864348,"spread":0.2377917632659378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001625269,0.0001525134,0.0003496091,0.0002112274,0.0005289481,0.00002413281,0.0003953743,0.000131742,0.09660818],"category_scores_gemma":[0.0001548619,0.0001413459,0.0002071047,0.0007688061,0.0008141017,0.0001581996,0.000207956,0.0003378543,0.000002800934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322282,"about_ca_system_score_gemma":0.0009519236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269059,"about_ca_topic_score_gemma":0.003522596,"domain_scores_codex":[0.9979856,0.0007502124,0.0001874905,0.0002761984,0.0006034498,0.0001970663],"domain_scores_gemma":[0.9983302,0.0003657404,0.0007326893,0.0002166479,0.0002750558,0.00007969255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006231459,0.0002844531,0.1046185,0.000473949,0.001094378,0.00002099669,0.0229497,0.00005298865,0.000007212997,0.03206275,0.006755997,0.8310559],"study_design_scores_gemma":[0.0007905322,0.00002977827,0.02450025,0.00004005294,0.000255623,0.000001568362,0.01542153,0.00001381113,0.000006588224,0.0008853879,0.9578854,0.000169448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01187463,0.000773187,0.00007723155,0.000481702,0.0004282641,0.0003824488,0.0002136735,0.00001676964,0.9857521],"genre_scores_gemma":[0.6181312,0.01438346,0.0001598404,0.00007290103,0.0002491862,0.000007741422,0.00007270477,0.00003175453,0.3668913],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9511294,"threshold_uncertainty_score":0.993884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6988014925","doi":"","title":"Wie sieht eine moderne dienstliche Bildung aus? Evaluation und Weiterentwicklung der Grundausbildung beim Land Steiermark","year":2019,"lang":"de","type":"article","venue":"Unipub UB Graz (Universität Graz)","topic":"Vocational Education and Training","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":"Bildung; Research methodology; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.04196085588249016,"gpt":0.3278340033560685,"spread":0.2858731474735783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002073518,0.0006008638,0.0006112433,0.0008216692,0.001617174,0.0004572974,0.0009419129,0.000482717,0.005106481],"category_scores_gemma":[0.0002626685,0.0006842998,0.0003541021,0.002086954,0.0005687837,0.003088518,0.0002606259,0.0006618063,0.002178912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104494,"about_ca_system_score_gemma":0.001632293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002693886,"about_ca_topic_score_gemma":0.003301694,"domain_scores_codex":[0.9943382,0.0008087722,0.0005960249,0.001160036,0.001957495,0.001139545],"domain_scores_gemma":[0.9963558,0.0005152504,0.0006080929,0.0007884082,0.001080333,0.0006520594],"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":[0.00063214,0.002550201,0.3624796,0.0005295026,0.007108686,0.00009857253,0.2172788,0.009200368,0.0009963781,0.3004753,0.0114467,0.08720378],"study_design_scores_gemma":[0.01385273,0.0007663293,0.2423299,0.001201692,0.009316717,0.00002178638,0.08726636,0.13217,0.00006671474,0.0220053,0.4863816,0.004620864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984263,0.01142894,0.00161375,0.01476933,0.008154193,0.002951489,0.0001257876,0.0002849199,0.06224527],"genre_scores_gemma":[0.9824653,0.0004910001,0.0004313312,0.0005823912,0.0008909877,0.00001509843,0.0007290358,0.0000741136,0.01432076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4749349,"threshold_uncertainty_score":0.9996826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039810315","doi":"","title":"Negotiating South Africa's economic future, COSATU and strategic unionism","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Negotiation; Work (physics); Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.00861893052021637,"gpt":0.1824695958058551,"spread":0.1738506652856388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000115131,0.0001402059,0.0001708996,0.00003007061,0.0002614284,0.00005816017,0.0001344281,0.00005001634,0.0006127873],"category_scores_gemma":[9.390686e-7,0.0001485349,0.00001409191,0.00003720486,0.0001348442,0.0000987813,0.00002498872,0.0001097823,1.195477e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007443419,"about_ca_system_score_gemma":0.004347095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01552501,"about_ca_topic_score_gemma":0.1505244,"domain_scores_codex":[0.9987617,0.00007056498,0.0001555822,0.0001982281,0.0006043593,0.0002095592],"domain_scores_gemma":[0.999414,0.00009709009,0.0001704723,0.00008922827,1.674561e-7,0.000229072],"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":[0.00002678754,0.00001196193,0.00164618,0.00005835137,0.00008286537,0.000008355464,0.002910798,0.00002320562,0.000009971096,0.9678766,0.0226133,0.004731597],"study_design_scores_gemma":[0.0001569795,0.00001147384,0.001944791,0.00007203993,0.00001606989,8.822023e-7,0.04596099,0.0001060413,0.00001178763,0.00218869,0.949303,0.0002273028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007956067,0.001086227,0.000001240339,0.00291171,0.0004029874,0.0001116376,0.0002399381,0.00001168917,0.9944389],"genre_scores_gemma":[0.4930497,0.0008296423,0.0003249004,0.0004024658,0.0006520601,0.000005493134,0.00002345025,0.0000612784,0.504651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9656879,"threshold_uncertainty_score":0.9910307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029712731","doi":"","title":"Learning from Inuit perspectives on marine governance","year":2021,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Vocational Education and Training","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":"Corporate governance; Indigenous; Politics; Hegemony; Circumpolar star; Thematic analysis; Meaning (existential); Traditional knowledge","retraction":null,"screen_n_in":null,"score":{"opus":0.01850087735798178,"gpt":0.2596498283939582,"spread":0.2411489510359764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000905017,0.0001839211,0.0001990806,0.00007475144,0.0005234178,0.0001233731,0.0003097032,0.0002189219,0.3885629],"category_scores_gemma":[0.0001795439,0.0002386547,0.0001168774,0.0004946804,0.00007329539,0.0001910163,0.00003817543,0.0004685736,0.0002334679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933939,"about_ca_system_score_gemma":0.0008685028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005814945,"about_ca_topic_score_gemma":0.06792968,"domain_scores_codex":[0.9985629,0.0002154778,0.0001166593,0.0004581887,0.0004235739,0.0002232032],"domain_scores_gemma":[0.9991772,0.0001507343,0.0002078878,0.0001316469,0.0002176313,0.0001148832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001220721,0.0001332591,0.002425309,0.00001861713,0.0001488061,0.00005364091,0.3243519,0.00007934842,0.0000223521,0.08682018,0.0005109359,0.5853136],"study_design_scores_gemma":[0.0002172792,0.00002198463,0.01317246,0.0001096912,0.00003785425,1.147852e-7,0.5227225,0.000007393666,0.00001419056,0.0001894484,0.4632939,0.0002131666],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04210348,0.0001453219,0.00000732542,0.0005037977,0.0006066359,0.0001168644,0.00001477839,0.00005765893,0.9564441],"genre_scores_gemma":[0.2503672,0.0003110707,0.0001820963,0.00004940508,0.0003098721,8.292625e-7,0.0002977571,0.00001809433,0.7484636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5851004,"threshold_uncertainty_score":0.9732055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977597596","doi":"10.6084/m9.figshare.c.5896147","title":"Supplementary material from \"Aboveground impacts of a belowground invader: how invasive earthworms alter aboveground arthropod communities in a northern North American forest\"","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Vocational Education and Training","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":"Arthropod; Trophic level; Biomass (ecology); Species richness; Trophic cascade; Earthworm; Community structure; Invertebrate","retraction":null,"screen_n_in":null,"score":{"opus":0.04710443676893954,"gpt":0.3062658845196329,"spread":0.2591614477506934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001344283,0.0003428138,0.0005174074,0.0003905068,0.0003206026,0.0002425296,0.000681967,0.0001225197,0.6127197],"category_scores_gemma":[0.0002878674,0.0003652511,0.0001244216,0.0005873133,0.0002312861,0.0002259657,0.0002210357,0.0004049205,0.00008921017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705285,"about_ca_system_score_gemma":0.001387972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2129821,"about_ca_topic_score_gemma":0.9826686,"domain_scores_codex":[0.9976965,0.0003982456,0.0003675664,0.0003293053,0.0007134828,0.0004949514],"domain_scores_gemma":[0.9981726,0.0004378211,0.000685452,0.0004370732,0.000100055,0.0001669688],"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":[0.00006718183,0.0003604666,0.209151,0.0002394094,0.0003530053,0.00003139949,0.07122127,0.00001597369,0.000001272874,0.0001654518,0.7155493,0.002844297],"study_design_scores_gemma":[0.0005297308,0.0000992737,0.07560088,0.0007499988,0.00002516524,0.000001369732,0.0774568,0.000001454569,0.000002872262,0.0001104108,0.8449596,0.0004624386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1253375,0.000254843,2.963465e-7,0.001273454,0.0003577064,0.001081694,0.8229572,0.00007176949,0.04866557],"genre_scores_gemma":[0.4530137,0.0001007592,0.0001057168,0.0005208697,0.0005958277,0.000351293,0.5399326,0.0001865119,0.005192731],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7696865,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018066610","doi":"","title":"COMPARISON BETWEEN THE DACUM AND WORK PROCESS ANALYSIS FOR VOCATIONAL&#13;\\nSCHOOL CURRICULUM DEVELOPMENT TO MEET WORKPLACE NEED","year":2014,"lang":"en","type":"article","venue":"ePrints - UNY (Yogyakarta State University)","topic":"Vocational Education and Training","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":"Curriculum; Vocational education; Curriculum development; Process (computing); Work (physics); Curriculum mapping","retraction":null,"screen_n_in":null,"score":{"opus":0.0360108998232769,"gpt":0.3299574727585687,"spread":0.2939465729352918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009096958,0.0001257722,0.0002103818,0.0003472993,0.001085684,0.0001099601,0.0003990405,0.00005322769,0.0001241413],"category_scores_gemma":[0.0003362123,0.0001202362,0.00005749579,0.001955423,0.0001399999,0.0002255138,0.00006612465,0.000091134,0.0000551724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452785,"about_ca_system_score_gemma":0.000362768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002580381,"about_ca_topic_score_gemma":0.002755875,"domain_scores_codex":[0.998676,0.0001783007,0.0002058008,0.0003399145,0.0003081053,0.0002918811],"domain_scores_gemma":[0.9986762,0.0004477363,0.00014167,0.0001681447,0.000315167,0.0002511024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002297755,0.00006375812,0.9430356,0.000007603107,0.0002699859,2.068156e-7,0.03315768,0.001242461,8.83626e-7,0.01560377,0.0009141765,0.005680918],"study_design_scores_gemma":[0.0003517761,0.00001414637,0.7695075,0.0000217347,0.0001774754,8.866903e-8,0.02157662,0.0001689928,0.00001772587,0.001211105,0.2067114,0.0002414632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106668,0.00001132779,0.05921641,0.01077577,0.0001537215,0.0006423326,0.00001201024,0.00005792424,0.01846368],"genre_scores_gemma":[0.9928204,0.000003514891,0.002381652,0.0001796721,0.00009235179,0.000009699242,0.00004292576,0.000007448315,0.004462327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057972,"threshold_uncertainty_score":0.8350315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6983527839","doi":"","title":"Mirror, Mirror on the Wall: How the Performance of the U.S. Health Care System Compares Internationally, 2010 Update","year":2010,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"Vocational Education and Training","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":"Health care; Healthcare system; Data collection; MEDLINE; Health data; Patient care","retraction":null,"screen_n_in":null,"score":{"opus":0.06392980975013655,"gpt":0.3619366870388162,"spread":0.2980068772886796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002008609,0.0002371944,0.0003430511,0.00008014621,0.001402162,0.0001712821,0.001418033,0.0002046677,0.0003766005],"category_scores_gemma":[0.0003329213,0.0001230547,0.0001707351,0.000293238,0.0005397976,0.00008393695,0.00008709811,0.0008192066,0.0001092533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331915,"about_ca_system_score_gemma":0.00449257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05010213,"about_ca_topic_score_gemma":0.1263678,"domain_scores_codex":[0.9967571,0.0004136415,0.0004256217,0.0003044906,0.001770068,0.0003290321],"domain_scores_gemma":[0.9970182,0.0003600813,0.0009310864,0.0006488543,0.0009423913,0.00009938364],"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":[0.0001037178,0.0003001329,0.05373923,0.001596916,0.0006638056,0.000003605042,0.2696899,0.000008082709,0.00002547941,0.1910808,0.4691635,0.01362482],"study_design_scores_gemma":[0.0001053255,0.00002770872,0.03871587,0.0004678119,0.00002862092,0.000005041062,0.02007398,0.00002273395,0.00002715085,0.00002276427,0.9403639,0.0001391204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2157252,0.004322124,0.000002030543,0.5718943,0.02049419,0.002832037,0.0005011869,0.0001951618,0.1840337],"genre_scores_gemma":[0.977612,0.0006847607,0.00004791636,0.001376606,0.0003689659,0.0001007776,0.0001007669,0.00003713734,0.01967109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7618868,"threshold_uncertainty_score":0.9998979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244553217","doi":"10.1007/s12614-016-6331-x","title":"Fortbildung im Viererpack mit wissen kompakt","year":2016,"lang":"de","type":"article","venue":"Der Freie Zahnarzt","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.05462853161353647,"gpt":0.3528698595855621,"spread":0.2982413279720256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007465859,0.0002809913,0.0002953105,0.0001396493,0.0008099232,0.000175809,0.0005129952,0.0002393656,0.008413441],"category_scores_gemma":[0.0005596711,0.000223521,0.0002088863,0.0005261385,0.0006086799,0.0005093656,0.00006240873,0.0001754467,0.01102736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298516,"about_ca_system_score_gemma":0.0008729206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002860488,"about_ca_topic_score_gemma":0.0003120621,"domain_scores_codex":[0.9972748,0.0002205552,0.0005129029,0.0005657701,0.0007049053,0.0007211107],"domain_scores_gemma":[0.9980992,0.0004993298,0.0002563568,0.0004319559,0.0002683029,0.0004448418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008065855,0.001114601,0.07290188,0.0001089699,0.001495718,0.00005639156,0.1458851,0.00003478603,0.001311576,0.2138969,0.2278159,0.3352975],"study_design_scores_gemma":[0.0006672414,0.00006247411,0.03451423,0.0002149713,0.0002138672,0.000004852075,0.007905934,0.00006800459,0.0002750901,0.01156627,0.9439244,0.0005826644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2246427,0.02210143,0.008093521,0.3493389,0.02686932,0.002444559,0.0003080273,0.0006187172,0.3655828],"genre_scores_gemma":[0.9677542,0.0004084393,0.0005833746,0.001375007,0.00271814,0.00003288496,0.00002864753,0.00004054654,0.02705872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7431116,"threshold_uncertainty_score":0.992493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992853105","doi":"","title":"\"Mr. Seiler and Melita Home, Los Lunas\"","year":2012,"lang":"en","type":"other","venue":"UNM’s Digital Repository (University of New Mexico)","topic":"Vocational Education and Training","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":"Period (music); Quarter (Canadian coin); Order (exchange); Column (typography)","retraction":null,"screen_n_in":null,"score":{"opus":0.02358097795362008,"gpt":0.2584960548633043,"spread":0.2349150769096842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008281419,0.0001493293,0.0002214626,0.000165372,0.0002614713,0.00008556981,0.000272866,0.0002403875,0.001445031],"category_scores_gemma":[0.00004527087,0.0001891295,0.00009229878,0.0001754862,0.0004209765,0.0004581579,0.00006965367,0.0001251123,0.0001045698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009370448,"about_ca_system_score_gemma":0.0006050091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226676,"about_ca_topic_score_gemma":0.0005574793,"domain_scores_codex":[0.9989937,0.00004579854,0.0001058284,0.0002534611,0.0003795394,0.0002216807],"domain_scores_gemma":[0.9990945,0.00007226137,0.0002337845,0.0001929546,0.00007073169,0.0003357644],"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":[0.00002750201,0.0002362451,0.01097978,0.00008785359,0.0002754784,0.00002012204,0.03113383,0.000001504945,0.00001280499,0.02876498,0.9115528,0.01690713],"study_design_scores_gemma":[0.0002349081,0.00001686355,0.003629421,0.0001112182,0.000049795,0.000005446322,0.01441478,0.000001731147,0.00000216102,0.0004618894,0.9808529,0.0002188546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001178741,0.0009549254,0.0001059179,0.0005019126,0.0006362096,0.0001581016,0.00003486537,0.00008309351,0.9963462],"genre_scores_gemma":[0.1452836,0.00009378577,0.0002799293,0.00003637961,0.0004431701,1.512649e-7,0.00002638601,0.00004845834,0.8537882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1441048,"threshold_uncertainty_score":0.9994678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6958130174","doi":"10.6084/m9.figshare.19607665.v1","title":"Additional file 3 of Transcranial Doppler as a screening test to exclude intracranial hypertension in brain-injured patients: the IMPRESSIT-2 prospective multicenter international study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Vocational Education and Training","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":"University Health Network","funders":"","keywords":"Transcranial Doppler; Test (biology); Multicenter study; Screening test; Prospective cohort study","retraction":null,"screen_n_in":null,"score":{"opus":0.02948383464982159,"gpt":0.3108406811897929,"spread":0.2813568465399713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001320623,0.00009087559,0.0001027652,0.0001133317,0.0004992869,0.00004841514,0.0003683628,0.00002818566,0.9723447],"category_scores_gemma":[0.008609098,0.00008301964,0.00005603839,0.0003789862,0.00002078154,0.00016529,0.0001035392,0.0002102652,0.0002269474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318455,"about_ca_system_score_gemma":0.0002967853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000206697,"about_ca_topic_score_gemma":0.0008738776,"domain_scores_codex":[0.9984537,0.0001609296,0.0002365619,0.0002355254,0.0007405475,0.00017276],"domain_scores_gemma":[0.9973236,0.002057549,0.0001191089,0.00009566903,0.0003365474,0.00006749128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000870552,0.0009193275,0.001215078,0.000001998685,0.00001828108,0.000004031167,0.02649168,0.00003602137,0.000006867212,0.00001131496,0.9667408,0.004467546],"study_design_scores_gemma":[0.001012381,0.0001776173,0.6172187,0.0001581908,0.000004244474,0.00000180308,0.02224397,0.0001569949,0.00000163323,0.0000282249,0.3588725,0.0001236997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00734406,0.000001831012,4.613929e-7,0.002171972,0.0001232405,0.0009644539,0.9851211,0.00002006264,0.004252834],"genre_scores_gemma":[0.7545845,4.915943e-8,0.0001801539,0.00100121,0.0002299584,0.002239313,0.2414326,0.00001007593,0.0003221218],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9721178,"threshold_uncertainty_score":0.9997418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977231601","doi":"10.6084/m9.figshare.26610369","title":"Additional file 4 of Statistical properties of cerebral near infrared and intracranial pressure-based cerebrovascular reactivity metrics in moderate and severe neural injury: a machine learning and time-series analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Vocational Education and Training","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":"University of Manitoba","funders":"","keywords":"Artificial neural network; Pattern recognition (psychology); Statistical analysis; Near-infrared spectroscopy; Statistical hypothesis testing; Training set","retraction":null,"screen_n_in":null,"score":{"opus":0.02375551184197841,"gpt":0.2748097738073744,"spread":0.251054261965396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001033515,0.00007233505,0.0001720408,0.000165741,0.0001213433,0.0001032411,0.00003581835,0.00005366804,0.4771796],"category_scores_gemma":[0.003777197,0.00006825714,0.00002796909,0.0005195024,0.00009583873,0.0002572015,0.00002894725,0.0001328577,0.000004967954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001267305,"about_ca_system_score_gemma":0.0002876989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275287,"about_ca_topic_score_gemma":0.0002327542,"domain_scores_codex":[0.9992387,0.0001457332,0.0001440028,0.0001655707,0.0002097352,0.00009622543],"domain_scores_gemma":[0.9989786,0.0007713666,0.00005866775,0.00003842995,0.00009785742,0.00005514782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001452637,0.0007640228,0.01952542,0.00571156,0.002925361,0.00003351927,0.05702963,0.004879478,0.0001895162,0.001927914,0.8043416,0.1012194],"study_design_scores_gemma":[0.0004293758,0.0001600133,0.07086422,0.001205835,0.0002152493,0.000005664469,0.001317997,0.7120869,0.00008498305,0.0004416892,0.2128199,0.0003682351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01346503,0.000354499,0.000004420588,0.0001292395,0.000007513926,0.0001284948,0.98545,0.00001977628,0.0004410288],"genre_scores_gemma":[0.8785716,0.000003767364,0.001192689,0.00001346296,0.00002518781,0.00006773644,0.1197645,0.000006810378,0.0003542997],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.8656855,"threshold_uncertainty_score":0.5232983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6984751650","doi":"","title":"Relocation","year":2004,"lang":"en","type":"article","venue":"SIT Digital Collections (SIT Graduate Institute)","topic":"Vocational Education and Training","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":"Relocation; Adaptation (eye); Affect (linguistics); Process (computing); Experiential learning","retraction":null,"screen_n_in":null,"score":{"opus":0.1023260185377426,"gpt":0.3479737576387045,"spread":0.245647739100962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001973609,0.0001129622,0.0001001757,0.0002772643,0.002307918,0.0006005922,0.0001672662,0.00007113268,0.0000900868],"category_scores_gemma":[0.0005450732,0.000128391,0.00007821193,0.002102609,0.0003398765,0.001477703,0.00001833187,0.0001438096,0.0005794161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389792,"about_ca_system_score_gemma":0.001599972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340576,"about_ca_topic_score_gemma":0.008417702,"domain_scores_codex":[0.9988455,0.0000244644,0.0002228664,0.0002436798,0.0003986512,0.0002648712],"domain_scores_gemma":[0.9992318,0.00003869065,0.00007260283,0.0001566143,0.0003298275,0.0001704707],"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":[0.00002370223,0.0005970807,0.0008797256,0.00001018705,0.00007854405,0.000009451897,0.02391268,0.004685286,0.00003962128,0.9348747,0.01267626,0.02221277],"study_design_scores_gemma":[0.0008847629,0.00007077205,0.004904442,0.00006015384,0.00003034526,0.00002429283,0.008196475,0.00002891996,0.0001200388,0.1064604,0.8787472,0.0004721362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1213963,0.00003361212,0.005675493,0.01746799,0.001990102,0.0003956354,0.00001492728,0.000299489,0.8527264],"genre_scores_gemma":[0.9610137,0.00002155428,0.0003961012,0.000223152,0.0003654782,0.0000467899,0.00006902012,0.00001106288,0.03785313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.866071,"threshold_uncertainty_score":0.998991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977215793","doi":"10.6084/m9.figshare.19905979","title":"Additional file 1 of A description of self-medication with cannabis among adults with legal access to cannabis in Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Bonferroni correction; Categorical variable; Pairwise comparison; Test (biology); Cannabis; Contingency table","retraction":null,"screen_n_in":null,"score":{"opus":0.02278844549624175,"gpt":0.2620747645478463,"spread":0.2392863190516045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004721347,0.00005970535,0.00008695608,0.0001056999,0.0001673144,0.00002346133,0.0002153613,0.00001989449,0.9237395],"category_scores_gemma":[0.0007539532,0.000059741,0.00001231464,0.0006612628,0.00002006759,0.0002960192,0.00003092782,0.0000888682,0.000006207426],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004965376,"about_ca_system_score_gemma":0.007995769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9052586,"about_ca_topic_score_gemma":0.998522,"domain_scores_codex":[0.9989088,0.00006546365,0.0001511068,0.0001453429,0.0005944312,0.0001348918],"domain_scores_gemma":[0.9992332,0.0001084066,0.0001811624,0.0000803715,0.0003026764,0.00009411319],"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":[0.00001980399,0.00004263581,0.0006710555,0.00002384728,0.000006951498,0.000001762402,0.006258204,0.0002458418,1.054572e-7,0.00002016552,0.9924284,0.0002812696],"study_design_scores_gemma":[0.0001062786,0.00002711052,0.2850321,0.0004484957,0.000001991568,5.242101e-7,0.009510423,0.00003505412,0.000002217163,0.000002086377,0.7047645,0.00006923782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00817569,0.000004008864,3.06026e-7,0.002553997,0.00002500821,0.000315317,0.9835925,0.0000122158,0.005320918],"genre_scores_gemma":[0.5559268,8.037431e-8,0.0001015936,0.0002170458,0.00003996313,0.002291644,0.4385176,0.000006403839,0.00289887],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9237333,"threshold_uncertainty_score":0.997628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977390732","doi":"10.6084/m9.figshare.22621652.v1","title":"Additional file 1 of Cross-cultural adaptation, validity and reliability of the Persian translation of the Western Ontario Shoulder Instability Index (WOSI)","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Reliability (semiconductor); Persian; Index (typography); Validity; Reliability theory","retraction":null,"screen_n_in":null,"score":{"opus":0.1683232885081445,"gpt":0.3716017464924389,"spread":0.2032784579842944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001519643,0.00004788499,0.00007448364,0.00001683548,0.0002419229,0.00001943681,0.0001582043,0.00005966713,0.6736717],"category_scores_gemma":[0.004052813,0.00003279925,0.00007649426,0.0003160442,0.0002006933,0.000229798,0.00002786683,0.00008993491,0.0000105965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005824834,"about_ca_system_score_gemma":0.0008044902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002337503,"about_ca_topic_score_gemma":0.04149436,"domain_scores_codex":[0.9991447,0.000123334,0.0001956518,0.0001111053,0.0003483432,0.00007691445],"domain_scores_gemma":[0.9982587,0.0008798703,0.0001771636,0.0001281196,0.0005288114,0.00002738345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001490145,0.00009730344,0.145373,0.0001269066,0.00001188009,3.161246e-8,0.1197806,0.0006569422,0.000003584852,0.0001114758,0.7325228,0.001300614],"study_design_scores_gemma":[0.00005882661,0.000004593781,0.8607875,0.000155211,0.000002784472,1.051807e-7,0.002690145,0.00009479514,0.00001170518,0.000248621,0.1359142,0.00003152034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1360998,0.000002236688,2.829256e-7,0.0008262683,0.00005298646,0.0002295322,0.8584059,0.00001008017,0.004372864],"genre_scores_gemma":[0.924252,1.762094e-7,0.00003165462,0.00002682303,0.0000274127,0.00006928248,0.07482302,0.000002351182,0.000767322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7881522,"threshold_uncertainty_score":0.9759958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992276007","doi":"","title":"L’aide médicale à mourir pour les adolescents : une réflexion éthique et juridique sur l’élargissement de l’accès à ce soin au Québec","year":2024,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"China Scholarship Council; McGill University Health Centre; McGill University; Centre hospitalier universitaire Sainte-Justine; Université Laval","keywords":"Context (archaeology); Derogation; Qualitative analysis; Legislative intent","retraction":null,"screen_n_in":null,"score":{"opus":0.02801551751995067,"gpt":0.2669784925908086,"spread":0.238962975070858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007562876,0.0003683768,0.0004363326,0.0002392085,0.0008175487,0.00003456504,0.001035114,0.0005103096,0.001130329],"category_scores_gemma":[0.0002065366,0.0003723227,0.0004948159,0.0005579928,0.00174925,0.0002119283,0.0003030757,0.0006383604,0.00045974],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007223639,"about_ca_system_score_gemma":0.01193566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2755129,"about_ca_topic_score_gemma":0.7527671,"domain_scores_codex":[0.9975305,0.0005310188,0.0004304265,0.0004892203,0.0006097329,0.0004090741],"domain_scores_gemma":[0.998708,0.0001304066,0.0002835102,0.0003184646,0.0003078165,0.0002518411],"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":[0.0002415566,0.003543558,0.03432519,0.01207834,0.001121523,0.00004299338,0.150969,0.01046155,0.00618474,0.7336843,0.03264745,0.01469978],"study_design_scores_gemma":[0.001233502,0.00009442365,0.1217764,0.03138293,0.0007126752,0.00003450215,0.009336282,0.00245792,0.002720203,0.004603383,0.824828,0.0008197825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09357602,0.01964471,0.01781362,0.02449786,0.001909346,0.000889996,0.00006382898,0.00009840281,0.8415062],"genre_scores_gemma":[0.7846719,0.001072336,0.002067626,0.0001413931,0.0003248467,0.000001862035,0.00001579115,0.000047002,0.2116572],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7921805,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7135954623","doi":"","title":"Zur verhältnismäßigen Durchführung von Abschlussprüfungen","year":2016,"lang":"de","type":"book-chapter","venue":"WU Research","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Work (physics); Context (archaeology); Term (time)","retraction":null,"screen_n_in":null,"score":{"opus":0.2963094472621557,"gpt":0.4914347780100417,"spread":0.195125330747886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007074269,0.0004275705,0.0004763237,0.0008080655,0.002460995,0.0004085618,0.001415689,0.0007989081,0.05493744],"category_scores_gemma":[0.001367131,0.0003852281,0.0002933659,0.000379107,0.001937526,0.0002916505,0.00036141,0.001524615,0.07580691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008280209,"about_ca_system_score_gemma":0.003591678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006164645,"about_ca_topic_score_gemma":0.0009901398,"domain_scores_codex":[0.9922969,0.0006230898,0.0006749426,0.001153863,0.003778151,0.001473045],"domain_scores_gemma":[0.9946787,0.001732131,0.0002431135,0.0008629997,0.001662236,0.0008208203],"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":[0.00005141011,0.00007275269,0.0003844176,0.00005901664,0.0002323118,0.0000290781,0.01191057,7.295345e-7,0.0001783425,0.935176,0.01212611,0.03977923],"study_design_scores_gemma":[0.0003256145,0.00009277908,0.001384942,0.000417843,0.00003708335,0.000002258453,0.002132158,0.000007405801,0.00002491686,0.05342674,0.9416741,0.0004741542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003981585,0.003265441,0.00002844043,0.0234789,0.002015761,0.0009098382,0.0001051618,0.0000641068,0.9697342],"genre_scores_gemma":[0.2598625,0.004636893,0.0001042351,0.0002388133,0.005874613,0.00007342668,0.00008410009,0.000101234,0.7290242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.929548,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036499681","doi":"","title":"Canada to Ease Law on Medical Marijuana Use","year":2001,"lang":"en","type":"other","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","retraction":null,"screen_n_in":null,"score":{"opus":0.0171753533624913,"gpt":0.2315861849558527,"spread":0.2144108315933614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001440074,0.0004434646,0.0004316974,0.0005064772,0.0005513576,0.0003419071,0.001196384,0.0004964857,0.05373826],"category_scores_gemma":[0.000462563,0.0005173915,0.0001600594,0.001159274,0.0003981638,0.0009552406,0.0002378735,0.0004328457,0.0007068108],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302972,"about_ca_system_score_gemma":0.008056458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8530447,"about_ca_topic_score_gemma":0.8749057,"domain_scores_codex":[0.9964734,0.0002077473,0.0002589407,0.0007471876,0.001549697,0.0007630751],"domain_scores_gemma":[0.9971056,0.0003533296,0.0001889952,0.0005341323,0.00007153947,0.001746417],"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":[0.00002131563,0.000110043,0.0009439007,0.000009644248,0.00006714118,0.0002512684,0.0003028546,0.000002866533,4.686837e-8,0.2216332,0.7750453,0.001612464],"study_design_scores_gemma":[0.0002876583,0.00002646494,0.0004770871,0.0001851551,0.00002417838,0.000001713573,0.001367939,0.000001957634,0.000002008783,0.0002433573,0.9967874,0.0005950856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002257882,0.00002573442,0.0000253525,0.04650104,0.001028,0.0004490998,0.0005667011,0.0004510858,0.9507272],"genre_scores_gemma":[0.0071596,0.0001355067,0.0003813568,0.01118694,0.0006229953,0.000002661116,0.0007189364,0.0002683235,0.9795237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2217421,"threshold_uncertainty_score":0.9997278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029568005","doi":"","title":"La critique en sociologie de l'éducation au Québec : complexification et/ou recul?","year":2019,"lang":"fr","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Action (physics); Field (mathematics); Relation (database); Complexification","retraction":null,"screen_n_in":null,"score":{"opus":0.03313746576528809,"gpt":0.2824033832712889,"spread":0.2492659175060009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00189093,0.0007142568,0.0007344012,0.0007601129,0.002572976,0.00122168,0.002296578,0.000854258,0.001075177],"category_scores_gemma":[0.00061944,0.0008159919,0.0004555566,0.001771324,0.002176844,0.002335433,0.001318394,0.00105421,0.0003267132],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01052131,"about_ca_system_score_gemma":0.0069693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04623045,"about_ca_topic_score_gemma":0.008126737,"domain_scores_codex":[0.9944719,0.00203023,0.0004581267,0.001093262,0.0006125551,0.001333913],"domain_scores_gemma":[0.9945641,0.002723408,0.000554928,0.0007172514,0.0005041006,0.0009361671],"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":[0.0006222168,0.0001985664,0.01243062,0.0001063017,0.0002235465,0.00008302282,0.3691252,0.0003557036,0.00004687316,0.6033825,0.002542381,0.01088302],"study_design_scores_gemma":[0.002648451,0.000192538,0.06274655,0.0002802744,0.0003402584,0.0001835808,0.1044834,0.001091179,0.00007084658,0.01760532,0.8092508,0.001106712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5544599,0.001060387,0.003462453,0.1528781,0.0005890402,0.001046173,0.0002445561,0.0002503987,0.286009],"genre_scores_gemma":[0.9087217,0.001301916,0.0007583777,0.003459729,0.0002498714,0.00001157946,0.0003234005,0.00008156278,0.0850919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8067085,"threshold_uncertainty_score":0.999838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037253945","doi":"","title":"Development of culturally relevant dietary education tools for Canadian South Asians living with diabetes: a qualitative study","year":2006,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Vocational Education and Training","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":"Focus group; South asia; Qualitative research; Inclusion (mineral); Culturally appropriate; Culturally sensitive; Nutrition Education; Ethnic group","retraction":null,"screen_n_in":null,"score":{"opus":0.04300692307232567,"gpt":0.3151749885310442,"spread":0.2721680654587185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008399612,0.000125373,0.0002186707,0.0001830996,0.001011493,0.00003354032,0.0003630653,0.0000889353,0.00005778949],"category_scores_gemma":[0.0002161566,0.0001161544,0.00007764593,0.0003240219,0.0001224579,0.0002416218,0.000009662802,0.0001094652,0.000004470603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657727,"about_ca_system_score_gemma":0.006410377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07487412,"about_ca_topic_score_gemma":0.782509,"domain_scores_codex":[0.9988804,0.0001896224,0.0001907749,0.0001944256,0.0003434278,0.0002013101],"domain_scores_gemma":[0.9982442,0.0003348622,0.000443886,0.0001324143,0.0007541081,0.00009051276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002404,0.0001306762,0.0004464081,0.00006493842,0.0001320993,1.175286e-7,0.9932553,0.000008194721,0.0001240443,0.0007768665,0.000257838,0.004779504],"study_design_scores_gemma":[0.0001098923,0.00004827259,0.2224089,0.0001419544,0.0001208803,2.725056e-8,0.7753436,0.000002713766,0.000002467694,0.00007154794,0.00163326,0.0001165124],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878228,0.00005752883,0.00003529303,0.0008726991,0.0001976526,0.0009376367,0.0000509427,0.00001208415,0.01001339],"genre_scores_gemma":[0.9881579,0.000003744533,0.003428299,0.00001856881,0.00006068815,0.000006861198,0.0005355923,0.0000105305,0.007777845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7076349,"threshold_uncertainty_score":0.9992223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7101665012","doi":"10.5281/zenodo.17463888","title":"Strukturierte Berufseinführung als Scharnier zwischen Aus- und Weiterbildung","year":2025,"lang":"de","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vocational Education and Training","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":"Burnaby Hospital","funders":"","keywords":"Continuing education; EXPOSE; Work (physics); Hinge","retraction":null,"screen_n_in":null,"score":{"opus":0.04755742803844284,"gpt":0.3368001974484836,"spread":0.2892427694100407,"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":[0.001893054,0.0002540695,0.000255986,0.000502323,0.007286082,0.002201999,0.001469815,0.0001972307,0.0372373],"category_scores_gemma":[0.002005803,0.0002940261,0.0001221158,0.001749103,0.0005900626,0.0005653183,0.0008873122,0.0005567634,0.02116173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048164,"about_ca_system_score_gemma":0.0000897661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273993,"about_ca_topic_score_gemma":0.000005944598,"domain_scores_codex":[0.9964037,0.0009505444,0.000525811,0.0006919412,0.000748218,0.0006798204],"domain_scores_gemma":[0.997597,0.0001227482,0.0002316968,0.0005310522,0.001160495,0.0003570429],"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":[0.0000869024,0.0004753654,0.00007694539,0.0001728273,0.000736178,0.00001056313,0.036055,0.0001016929,0.0006432714,0.2652642,0.4717553,0.2246218],"study_design_scores_gemma":[0.0005133822,0.00006345117,0.002284579,0.0001526661,0.0001176611,0.000003470555,0.004710681,0.0002612933,0.00007013179,0.001597143,0.9899479,0.0002775967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01298546,0.00524822,0.003373959,0.04065839,0.003063402,0.001516032,0.0003942409,0.001063007,0.9316973],"genre_scores_gemma":[0.9602833,0.001153543,0.0004478123,0.001580436,0.001282994,2.033708e-7,0.002223023,0.001063922,0.03196479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9472978,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976688567","doi":"10.6084/m9.figshare.14583572","title":"Additional file 4 of Molecular characterization of Glaesserella parasuis strains isolated from North America, Europe and Asia by serotyping PCR and LS-PCR","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Vocational Education and Training","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 de Montréal","funders":"","keywords":"Serotype; Polymerase chain reaction; Molecular epidemiology; Strain (injury); Genotype; Key (lock)","retraction":null,"screen_n_in":null,"score":{"opus":0.02632049198499042,"gpt":0.2652799120896078,"spread":0.2389594201046173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001436002,0.00006005802,0.00009767906,0.0000242895,0.00009693805,0.00003109381,0.00005613398,0.00003988614,0.7915733],"category_scores_gemma":[0.001239454,0.00007076364,0.00001781129,0.0002745633,0.00003385012,0.000109716,0.00002277081,0.00005301305,0.00004283569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007855737,"about_ca_system_score_gemma":0.0002562209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004731858,"about_ca_topic_score_gemma":0.00008977769,"domain_scores_codex":[0.9994014,0.0000699459,0.0001403187,0.0001501812,0.0001533128,0.00008487002],"domain_scores_gemma":[0.9991946,0.0002357538,0.0001564593,0.00006111744,0.0002872308,0.00006480361],"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":[0.000008053588,0.0001176758,0.0003862029,0.00007204997,0.00007414175,0.000006148846,0.006559831,0.00000412505,0.008094421,0.0001091055,0.9688373,0.01573094],"study_design_scores_gemma":[0.0001377789,0.00002184553,0.1759174,0.0006756636,0.00001011991,0.000001179419,0.00150127,0.0002309371,0.0005381372,0.00003549845,0.8207741,0.0001560408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02577934,0.00005885528,0.000005551832,0.0002179704,0.00001109746,0.00006577234,0.9717727,0.00001014013,0.00207859],"genre_scores_gemma":[0.2160546,0.00001321592,0.0001874323,0.000122473,0.00003118156,0.00003338697,0.7833284,0.000006417376,0.0002228759],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7915304,"threshold_uncertainty_score":0.2885658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033721689","doi":"","title":"Review of Antietam in the Lower Forty: An American Play on Shell Shock","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Vocational Education and Training","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":"Mount Saint Vincent University","funders":"","keywords":"Shell (structure); Shock (circulatory); Electric shock; Shock wave","retraction":null,"screen_n_in":null,"score":{"opus":0.3708118525204868,"gpt":0.6422572495427147,"spread":0.2714453970222279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003683814,0.0001322085,0.0003777657,0.0003634444,0.0001972699,0.0005932613,0.001751296,0.00003653793,0.006847871],"category_scores_gemma":[0.0005178518,0.00009649539,0.0001318531,0.001745337,0.000273493,0.001210865,0.00007914852,0.000288247,0.0000189439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000709802,"about_ca_system_score_gemma":0.0005364555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391317,"about_ca_topic_score_gemma":0.000596968,"domain_scores_codex":[0.9977151,0.0005281467,0.0005566582,0.0002483698,0.0007306503,0.0002210511],"domain_scores_gemma":[0.9985285,0.000557461,0.0003501315,0.0002676816,0.0001760342,0.000120232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001390145,0.002298539,0.2526176,0.001637436,0.000291076,0.00005357432,0.04059442,0.0001312097,0.001483221,0.02132833,0.3401906,0.3392349],"study_design_scores_gemma":[0.0001735337,0.00005035703,0.5392032,0.009505386,0.00008440193,0.000005229874,0.007433593,0.00004382542,0.0002128921,0.006664409,0.4362398,0.0003833105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7138492,0.1378084,0.00005128706,0.01057526,0.002004293,0.001197029,0.0000453592,0.00004361869,0.1344255],"genre_scores_gemma":[0.9177103,0.07862879,0.00005972586,0.003114962,0.0002090663,0.00002529337,0.000008919145,0.00001535801,0.0002275647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3388516,"threshold_uncertainty_score":0.99406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155483250","doi":"","title":"Aktualisierung des International Professional Practices Framework für die Interne Revision","year":2024,"lang":"de","type":"article","venue":"WU Research","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Work (physics); Immigration; State (computer science); Qualitative research; Data collection; Agency (philosophy)","retraction":null,"screen_n_in":null,"score":{"opus":0.3522654779868132,"gpt":0.6400287877164881,"spread":0.2877633097296749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009197406,0.0001848767,0.0001808032,0.0005681909,0.00136235,0.001740912,0.001001929,0.0003001781,0.012862],"category_scores_gemma":[0.01914219,0.0001659871,0.0001330669,0.001267304,0.001154211,0.001083426,0.0004105342,0.001946014,0.007544408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006605863,"about_ca_system_score_gemma":0.00379011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008565338,"about_ca_topic_score_gemma":0.0004323965,"domain_scores_codex":[0.9937852,0.001470232,0.0004713818,0.0007493664,0.002797993,0.0007258418],"domain_scores_gemma":[0.9923883,0.005648729,0.0001836526,0.0003074992,0.001120236,0.0003515576],"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":[0.0001589489,0.0007237384,0.008610778,0.0004937288,0.0004740072,0.0001206364,0.2090041,0.000008386264,0.0001230102,0.3543048,0.1257143,0.3002636],"study_design_scores_gemma":[0.00009899131,0.00006807275,0.005420922,0.003267762,0.00002365477,0.000003142311,0.04201461,0.001153784,0.00002750287,0.02984648,0.9178771,0.0001980111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2057135,0.1231338,0.001630697,0.3613504,0.07248866,0.002058651,0.0001432348,0.0004056207,0.2330754],"genre_scores_gemma":[0.9193469,0.01082831,0.002079715,0.0002958196,0.01010194,0.00005358285,0.00009486768,0.00004068336,0.05715823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7921628,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379011846","doi":"10.1024/1861-6186/a000743","title":"Das Auge lernt mit!","year":2023,"lang":"de","type":"article","venue":"PADUA","topic":"Vocational Education and Training","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":"St. Michael's Hospital","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1053110105597274,"gpt":0.4232768346637487,"spread":0.3179658241040213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006584905,0.00009020045,0.0001016502,0.00009040653,0.0005097077,0.0001069264,0.0002085129,0.00007673624,0.002574413],"category_scores_gemma":[0.0004204465,0.00009662731,0.0000723271,0.0008498074,0.0001579506,0.0001022344,0.00003609908,0.0001185961,0.03732783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006472469,"about_ca_system_score_gemma":0.0004533205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004809903,"about_ca_topic_score_gemma":0.0002087092,"domain_scores_codex":[0.9987491,0.0001103898,0.0001803256,0.0002227462,0.000404883,0.0003325322],"domain_scores_gemma":[0.999312,0.0002233808,0.00007027711,0.0001456548,0.00008537877,0.0001632779],"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":[0.00001178646,0.0002745995,0.02340502,0.0000592049,0.0002406672,0.00002053358,0.2570715,0.00007958899,0.000218924,0.2014223,0.4345891,0.08260678],"study_design_scores_gemma":[0.0001342137,0.00001301387,0.04869998,0.00002891824,0.00002977799,2.319666e-7,0.01387614,0.0004529962,0.00001462696,0.005352702,0.9312459,0.0001515536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1684336,0.004633034,0.0002466636,0.2737554,0.0288058,0.0007489009,0.00009215117,0.0007108276,0.5225736],"genre_scores_gemma":[0.9528117,0.0004651114,0.0001853381,0.0008560975,0.002206538,0.00002015762,0.00007090218,0.00001432083,0.0433699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7843781,"threshold_uncertainty_score":0.9983374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892517425","doi":"10.18154/rwth-2018-228428","title":"Schülervorstellungen als Ausgangspunkt inklusiven Fachunterrichts in bautechnischen Ausbildungsberufen","year":2018,"lang":"de","type":"article","venue":"Pedocs (German Institute for International Educational Research)","topic":"Vocational Education and Training","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":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.1743462509801707,"gpt":0.5116320085807001,"spread":0.3372857576005294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00436729,0.0004629483,0.0004397349,0.001968353,0.001834304,0.000760188,0.00244052,0.0004291373,0.01013084],"category_scores_gemma":[0.008824274,0.0005330284,0.0002783262,0.001810607,0.002761425,0.001781605,0.0004490026,0.0009443056,0.005952384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002068892,"about_ca_system_score_gemma":0.006861578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005141984,"about_ca_topic_score_gemma":0.01059519,"domain_scores_codex":[0.9929911,0.0004512103,0.001262353,0.001198472,0.002767801,0.001329069],"domain_scores_gemma":[0.9911921,0.001672612,0.0004473753,0.0005670318,0.005502089,0.000618785],"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":[0.000306136,0.001874015,0.006147551,0.0001131211,0.0005919695,0.000006625263,0.0457238,0.0001108572,0.0001711944,0.7086621,0.2310621,0.005230515],"study_design_scores_gemma":[0.0009073722,0.000157984,0.01806474,0.0003405007,0.00004737156,0.000006623318,0.002477516,0.0008461804,0.0001074174,0.03837225,0.938136,0.0005360606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1731601,0.00319031,0.001510307,0.3696151,0.06686535,0.007100868,0.00190903,0.0001862722,0.3764627],"genre_scores_gemma":[0.9154863,0.0005785371,0.003806771,0.001192725,0.02028301,0.0008580607,0.002750101,0.00009595457,0.0549485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7423263,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980593994","doi":"","title":"Citizens First Corporation Announces Fourth Quarter and Year End 2016 Results","year":2017,"lang":"en","type":"other","venue":"","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporation; Quarter (Canadian coin); Work (physics); Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.04568327943286206,"gpt":0.3307361768642567,"spread":0.2850528974313946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002798124,0.00008936224,0.0001033917,0.00008214696,0.0003981164,0.0001871737,0.0001256763,0.0001468484,0.002200203],"category_scores_gemma":[0.0001810253,0.0000791581,0.00002253499,0.0000363451,0.000268213,0.00009694657,0.00000957181,0.0000615965,0.0003197834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002213984,"about_ca_system_score_gemma":0.0003450709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00500127,"about_ca_topic_score_gemma":0.06090134,"domain_scores_codex":[0.9993014,0.00003998334,0.00009953105,0.0002023601,0.000232008,0.0001246837],"domain_scores_gemma":[0.999414,0.00006621317,0.0002290702,0.0001546882,0.0000565618,0.00007941234],"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":[0.000003119382,0.00000835095,0.0001802143,0.000004344467,0.0000111848,3.814874e-7,0.003066301,7.241255e-8,2.318301e-7,0.01795441,0.9775478,0.001223645],"study_design_scores_gemma":[0.0001808486,0.00001097738,0.001007882,0.00007793689,0.000007139524,2.933415e-7,0.002265683,0.000002770916,2.273494e-7,0.0007870111,0.9955478,0.0001114633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007806464,0.0001131872,0.0001004159,0.006709207,0.0006694078,0.0001433559,0.00006530179,0.00005995897,0.9921314],"genre_scores_gemma":[0.01315618,0.0005332071,0.00111005,0.000114963,0.001144989,0.000008720966,0.0001095364,0.00003056407,0.9837918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05590007,"threshold_uncertainty_score":0.9987119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2465751344","doi":"10.20533/ijcdse.2042.6364.2014.0276","title":"What is worth a qualification? Approaches towards the Recognition of Vocational Qualifications and Competences acquired abroad","year":2014,"lang":"en","type":"article","venue":"International Journal for Cross-Disciplinary Subjects in Education","topic":"Vocational Education and Training","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":"Vocational education; Psychology; Medical education; Mathematics education; Business; Pedagogy; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1552786122650578,"gpt":0.4642245863504049,"spread":0.3089459740853471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003348694,0.0001556691,0.0001687514,0.0004336282,0.000994093,0.001082956,0.0006231817,0.0001149435,0.0001932931],"category_scores_gemma":[0.0009509685,0.0001377905,0.0001187845,0.0004553696,0.0006639877,0.00201721,0.00003789368,0.0001649975,0.000009339456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557764,"about_ca_system_score_gemma":0.002023694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515717,"about_ca_topic_score_gemma":0.0004512026,"domain_scores_codex":[0.9975536,0.0003607085,0.0007606368,0.0003393289,0.0007519271,0.0002337326],"domain_scores_gemma":[0.9967657,0.001134227,0.0005163985,0.0001873033,0.001274106,0.0001222172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001399044,0.0007593137,0.02083269,0.0000645622,0.0001172307,2.362765e-7,0.1565213,0.000194403,0.0001022238,0.1386209,0.001024879,0.6816224],"study_design_scores_gemma":[0.00104943,0.0001348549,0.5115246,0.0009148946,0.00005888279,0.00007429218,0.1755572,0.003528602,0.0002712029,0.2369181,0.06943159,0.0005364433],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639694,0.004138948,0.008864116,0.1002278,0.01474318,0.001259215,0.00009238459,0.00005523806,0.006649754],"genre_scores_gemma":[0.99152,0.001442254,0.003658051,0.000378013,0.001409758,0.000237332,0.0002966851,0.00001677724,0.001041098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6810859,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992269097","doi":"","title":"Kötülük Problemi, Yaklaşımlar ve Eleştiriler","year":2002,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Vocational Education and Training","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":"Power (physics); Period (music); Quarter (Canadian coin); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.04993384204722545,"gpt":0.250000551945776,"spread":0.2000667098985506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003914025,0.0003055775,0.0003054723,0.0004564988,0.00135529,0.0002098401,0.0007310121,0.0002896604,0.01583134],"category_scores_gemma":[0.0001831294,0.000392963,0.0002134607,0.002150499,0.0005816296,0.0007051917,0.00009889973,0.0004086217,0.002747691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304916,"about_ca_system_score_gemma":0.0003749283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002823265,"about_ca_topic_score_gemma":0.0006281261,"domain_scores_codex":[0.9973761,0.0002547983,0.0003142774,0.0006424817,0.0006803684,0.0007320069],"domain_scores_gemma":[0.9982865,0.0002291548,0.0002708082,0.0003341534,0.0004035126,0.0004758081],"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":[0.00007462774,0.001067886,0.004472375,0.0000896952,0.0003584187,0.0001933856,0.1163317,0.000146736,0.00005440456,0.6442527,0.2273698,0.005588282],"study_design_scores_gemma":[0.0006680577,0.00005435378,0.001626033,0.00006673917,0.0001040383,0.000005023388,0.04891293,0.0003450451,0.00001076888,0.0006896352,0.9470581,0.0004592427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04039203,0.0006794758,0.0001810913,0.01336117,0.001276649,0.000433391,0.00004545006,0.0001572066,0.9434735],"genre_scores_gemma":[0.7730361,0.0007495563,0.0005808194,0.0003726607,0.0004070093,0.000001467844,0.00002114884,0.00002588115,0.2248054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.732644,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6958614681","doi":"10.6084/m9.figshare.26569831.v1","title":"Additional file 2 of Genomic and phenotypic profiling of Staphylococcus aureus isolates from bovine mastitis for antibiotic resistance and intestinal infectivity","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Vocational Education and Training","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":"McGill University","funders":"","keywords":"Staphylococcus aureus; Infectivity; Mastitis; Antibiotic resistance; Antibiotics; Ceftiofur; Tetracycline; Ampicillin; Phenotype","retraction":null,"screen_n_in":null,"score":{"opus":0.0334827807962531,"gpt":0.2959751298588139,"spread":0.2624923490625607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004310246,0.00004941763,0.00008120362,0.00004367064,0.00009468911,0.00003265,0.00004305366,0.000031664,0.5951381],"category_scores_gemma":[0.003056683,0.00005227373,0.00002108875,0.00009085837,0.00004577307,0.00009634278,0.00001812682,0.00004739944,0.00002089502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000195824,"about_ca_system_score_gemma":0.000320808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005071496,"about_ca_topic_score_gemma":0.0004875878,"domain_scores_codex":[0.99959,0.00002143765,0.000105972,0.0001352718,0.00006926489,0.0000780301],"domain_scores_gemma":[0.9974278,0.002317071,0.00006542652,0.00003814864,0.0001156412,0.00003590174],"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":[0.00001715074,0.00003058644,0.0003185165,0.0004560635,0.00003061575,6.133499e-7,0.002028659,0.00000217321,0.0004902304,0.00167379,0.9905329,0.004418702],"study_design_scores_gemma":[0.0002817847,0.0001316181,0.3057536,0.009397659,0.00003159222,0.000001092425,0.001932361,0.001517361,0.0005270932,0.009757391,0.6703533,0.0003151246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007003345,0.0004916527,0.000008256464,0.00009864587,0.00002528976,0.0001509245,0.9903916,0.00001615525,0.001814122],"genre_scores_gemma":[0.686045,0.00000325686,0.004534667,0.0000165924,0.0001656137,0.00008676331,0.3088777,0.000007450423,0.0002629608],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6815139,"threshold_uncertainty_score":0.405232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027632827","doi":"","title":"CUC Announces Second Quarter Results for the Period Ended June 30, 2015","year":2015,"lang":"en","type":"other","venue":"","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Period (music); Quarter (Canadian coin); Window (computing); Duration (music)","retraction":null,"screen_n_in":null,"score":{"opus":0.06440659207398695,"gpt":0.3814677107487441,"spread":0.3170611186747572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009825017,0.0001191323,0.0001358496,0.00006566283,0.0002985658,0.0001290801,0.000295924,0.0001621803,0.0138527],"category_scores_gemma":[0.0003026695,0.00007933753,0.00005541378,0.000125916,0.0002249387,0.00005886025,0.000009859302,0.00009139034,0.0006050318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004675065,"about_ca_system_score_gemma":0.001206216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007521826,"about_ca_topic_score_gemma":0.03895534,"domain_scores_codex":[0.9989719,0.00007151607,0.0001704483,0.0002230253,0.0003533511,0.0002097869],"domain_scores_gemma":[0.9991808,0.0001850958,0.0001495804,0.0001918073,0.000193261,0.00009943769],"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":[0.000006219316,0.00001747935,0.000002318533,0.000004417233,0.00003138318,9.251714e-8,0.0211381,2.135495e-7,1.775104e-7,0.008284652,0.9701554,0.0003595044],"study_design_scores_gemma":[0.000282652,0.00001342491,0.00002092177,0.0000136969,0.00001372268,3.205994e-7,0.04220391,0.000006156071,2.440536e-7,0.0007838052,0.9565415,0.0001196893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001225862,0.0006782655,0.00005404467,0.03382918,0.002246817,0.0004282055,0.0002313663,0.00007375872,0.9624571],"genre_scores_gemma":[0.001085052,0.00003345839,0.0004542539,0.00057217,0.002082425,0.00006998924,0.0001553729,0.00004139941,0.9955059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03820316,"threshold_uncertainty_score":0.9870488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7100546951","doi":"","title":"doi: 10.11648/j.sjedu.20130103.12 Transfer securing of vocational education","year":2013,"lang":"en","type":"article","venue":"","topic":"Vocational Education and Training","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":"Vocational education; German; Transfer of learning; Quarter (Canadian coin); Revenue; Process (computing); Knowledge transfer","retraction":null,"screen_n_in":null,"score":{"opus":0.02977835710812137,"gpt":0.3300925836665626,"spread":0.3003142265584412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003372752,0.00008015427,0.00009826011,0.000112921,0.0002466561,0.00005916629,0.000179763,0.00006829794,0.04650356],"category_scores_gemma":[0.000206147,0.00007962601,0.00005766257,0.0002336064,0.0001616188,0.0004621127,0.000007745315,0.00007040388,0.001132141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006585595,"about_ca_system_score_gemma":0.001390851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340607,"about_ca_topic_score_gemma":0.0008318756,"domain_scores_codex":[0.9989442,0.00007498764,0.0002544185,0.0001652427,0.0003746563,0.0001865079],"domain_scores_gemma":[0.9990979,0.0001655483,0.00004834345,0.000115371,0.0004592282,0.0001135514],"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":[0.000006238856,0.0005570247,0.003785415,0.0000290113,0.00003901883,4.182908e-8,0.0387226,0.00001477059,0.0008522741,0.779743,0.04840002,0.1278506],"study_design_scores_gemma":[0.0006291897,0.00006027851,0.2513428,0.00008766435,0.00004180965,0.000002768451,0.07550309,0.0001748454,0.001781038,0.03752054,0.6322622,0.000593722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1390795,0.00007719258,0.0009289674,0.01816319,0.0005720948,0.0003822401,0.000002222103,0.00005360692,0.840741],"genre_scores_gemma":[0.955575,0.00001875535,0.001780843,0.0006572767,0.000389473,0.00008549225,0.00002958577,0.000008131659,0.04145547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8164954,"threshold_uncertainty_score":0.9996456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1830396961","doi":"10.3968/6780","title":"Spiritual Heritages of Humboldt’s Idea of University: Classical Tradition and Personality Shaping","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"German; Humanism; Personality; Sociology; Philosophy of education; Higher education; Epistemology; Social science; Aesthetics; Philosophy; Psychology; Political science; Law; Psychoanalysis; Theology","retraction":null,"screen_n_in":null,"score":{"opus":0.1402995474733827,"gpt":0.3808514833070201,"spread":0.2405519358336374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124864,0.00004433159,0.0001105145,0.0001055967,0.0002688818,0.00001641327,0.0001737421,0.00004532985,0.0001418358],"category_scores_gemma":[0.0001940462,0.00005144683,0.00002963882,0.0006520931,0.002136526,0.000383164,0.00001762073,0.00004669024,0.000001359136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310261,"about_ca_system_score_gemma":0.002777677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009327281,"about_ca_topic_score_gemma":0.0000243644,"domain_scores_codex":[0.9989716,0.0001084836,0.0001567483,0.0001398449,0.0005167208,0.0001065692],"domain_scores_gemma":[0.9990081,0.00007705347,0.0001942342,0.00005076664,0.0005486995,0.0001211139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008072126,0.0001463561,0.006235947,0.00001297319,0.000003339367,2.820633e-8,0.05250798,3.887555e-7,0.000969832,0.938103,0.0004095242,0.001602543],"study_design_scores_gemma":[0.0001817152,0.00003459747,0.8671601,0.0000283281,0.00001438757,2.642263e-7,0.1038444,0.000004294474,0.0002461197,0.006009636,0.02239233,0.00008380971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204823,0.00007215165,0.00002002412,0.005108221,0.0004633626,0.00008903867,0.000007706255,0.000009489142,0.1737477],"genre_scores_gemma":[0.9979271,0.000006047384,0.0005319521,0.0000639077,0.0001619706,9.332479e-7,0.000003029035,0.000002028815,0.001302991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9320934,"threshold_uncertainty_score":0.787212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036517980","doi":"","title":"Canadian rivers: Solution to Northeast's high energy prices?","year":2015,"lang":"en","type":"other","venue":"","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"High energy; Energy (signal processing); Field (mathematics); Work (physics); Production (economics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03207813012755398,"gpt":0.3090188264379958,"spread":0.2769406963104418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000175817,0.00008168569,0.00008386827,0.0002984891,0.0001645643,0.00004639255,0.0001725686,0.0001445936,0.01996727],"category_scores_gemma":[0.00007321007,0.0000854381,0.00001883013,0.0002873791,0.00004290734,0.00004359212,0.000008873179,0.00004234943,0.001306118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004837284,"about_ca_system_score_gemma":0.004101984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9766219,"about_ca_topic_score_gemma":0.9973539,"domain_scores_codex":[0.999216,0.00003660484,0.00007076895,0.0001643777,0.0002769245,0.0002353058],"domain_scores_gemma":[0.9991488,0.00001109211,0.0000512591,0.0001018924,0.0001104914,0.0005764691],"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":[3.3598e-7,0.000006152985,0.00004967741,7.605725e-7,0.000008624885,3.741663e-7,0.002136975,6.772663e-7,2.837464e-8,0.1487012,0.8448303,0.00426488],"study_design_scores_gemma":[0.00003896646,0.000004947468,0.0001637563,0.00001423467,0.000005231909,1.244505e-7,0.001633367,0.000001184005,5.561249e-8,0.001041634,0.9969823,0.0001141322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002703186,0.00005574146,0.0003947137,0.01111837,0.0009122866,0.00008993685,0.00002751051,0.000069711,0.987329],"genre_scores_gemma":[0.01819179,0.00001720154,0.001605019,0.001455898,0.001068704,0.00001294623,0.0001260868,0.0000530634,0.9774693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.152152,"threshold_uncertainty_score":0.9994715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925789811","doi":"10.22002/d93b3-nkz22","title":"Dataset: Requirement of CSR-1 isoforms and catalytic activity for C. elegans lifespan","year":2025,"lang":"en","type":"dataset","venue":"CaltechDATA","topic":"Vocational Education and Training","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":"University of Saskatchewan","funders":"","keywords":"Gene isoform; Catalysis; Focus (optics); Caenorhabditis elegans; Drosophila melanogaster","retraction":null,"screen_n_in":null,"score":{"opus":0.08815346950815528,"gpt":0.4298609172761728,"spread":0.3417074477680175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008925028,0.0001557503,0.0002763771,0.0001573998,0.0003433177,0.00006219433,0.0008334173,0.0001958236,0.0001148049],"category_scores_gemma":[0.002028549,0.0001552016,0.00004408887,0.0002337895,0.0003078279,0.0003120499,0.00024413,0.0001785373,0.000005512966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090896,"about_ca_system_score_gemma":0.001507562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425545,"about_ca_topic_score_gemma":0.004124308,"domain_scores_codex":[0.9987254,0.00005330547,0.000269977,0.0003784892,0.0003131123,0.0002597017],"domain_scores_gemma":[0.9982413,0.0003513988,0.0002413677,0.0009279065,0.0001102462,0.0001277986],"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":[0.00001372588,0.00008286561,0.00000617338,0.0002444994,0.00004071942,3.26905e-7,0.0002042675,2.205094e-7,0.000004857333,0.001326303,0.9950904,0.002985603],"study_design_scores_gemma":[0.0001908698,0.00002810324,0.0000517783,0.0001042255,0.00009777745,3.916069e-7,0.0005715452,0.000007612181,0.0000357093,0.0003291978,0.9984316,0.0001512189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003835384,0.0001350806,0.0001786931,0.003536393,0.0004538398,0.0005611026,0.9949178,0.0000100326,0.0001687663],"genre_scores_gemma":[0.0007517941,0.0003565918,0.0002530325,0.0003146775,0.0002369491,0.00007650631,0.9975138,0.000005123757,0.0004915167],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003341133,"threshold_uncertainty_score":0.6432996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312435484","doi":"10.2307/j.ctv34h090b.5","title":"Höhere beruflich-betriebliche Bildung - Das Dualitätsprinzip in der tertiären Berufsbildung","year":2022,"lang":"de","type":"book-chapter","venue":"Verlag Barbara Budrich eBooks","topic":"Vocational Education and Training","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":"Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.05299733058732648,"gpt":0.3381345873851589,"spread":0.2851372567978325,"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","insufficient_payload"],"category_scores_codex":[0.002713816,0.001314675,0.001371723,0.001473209,0.001946451,0.0005483376,0.001787129,0.001140921,0.025819],"category_scores_gemma":[0.0005657836,0.001511675,0.0006724534,0.000706356,0.001089267,0.0005082123,0.0006851968,0.00256792,0.002206286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515978,"about_ca_system_score_gemma":0.003001404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257317,"about_ca_topic_score_gemma":0.004052764,"domain_scores_codex":[0.9907964,0.0007342118,0.002083729,0.002069426,0.002613932,0.001702265],"domain_scores_gemma":[0.9951723,0.001180761,0.001050132,0.001339617,0.0004374219,0.0008197872],"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":[0.0001443243,0.0003724748,0.007542894,0.0001926908,0.0009091499,0.0001922113,0.09755829,0.0001076572,0.0001238147,0.8618543,0.002776126,0.02822607],"study_design_scores_gemma":[0.001270198,0.0001625933,0.006077617,0.0003177497,0.0003633952,0.0000172799,0.006103792,0.0000617894,0.00002705512,0.008797225,0.9749688,0.001832503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0154297,0.003869931,0.00002422411,0.00522157,0.0045411,0.002113584,0.0001851254,0.0002693495,0.9683454],"genre_scores_gemma":[0.5999767,0.000755514,0.0004855889,0.002861662,0.002370005,0.0004747301,0.0005273087,0.0003532794,0.3921952],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9721927,"threshold_uncertainty_score":0.9999605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925555032","doi":"10.17611/dp/15295612","title":"Magnetotelluric Transfer Functions","year":2017,"lang":"en","type":"other","venue":"NSF Seismological Facility for the Advancement of Geoscience (SAGE)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Magnetotellurics; Transfer function; Field (mathematics); Transfer (computing); Interpretation (philosophy)","retraction":null,"screen_n_in":null,"score":{"opus":0.07183796858648459,"gpt":0.3577601517698673,"spread":0.2859221831833827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001202136,0.0002073057,0.0002855109,0.00008644792,0.001286573,0.00006678736,0.0008771149,0.0002039692,0.00462302],"category_scores_gemma":[0.0006197635,0.0001469554,0.0002061267,0.000209896,0.001947286,0.0001376955,0.00004914925,0.0001741583,0.00009262736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008151925,"about_ca_system_score_gemma":0.000369927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820823,"about_ca_topic_score_gemma":0.0007366741,"domain_scores_codex":[0.9980571,0.0001103448,0.0002702441,0.0004777878,0.0006400953,0.000444453],"domain_scores_gemma":[0.9987217,0.0003703568,0.0001806438,0.0005079077,0.00008933798,0.0001300161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001493083,0.0001376026,0.00009643244,0.00002635957,0.00002012846,3.540894e-7,0.0006060924,0.00002865426,0.000009344928,0.005646555,0.0001302696,0.9932833],"study_design_scores_gemma":[0.0002014794,0.00009660959,0.0007852782,0.00004759434,0.00004259784,4.016524e-7,0.0009790249,0.00002438339,0.000005223884,0.0006822229,0.9969617,0.0001735151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00009590214,0.0009242833,0.9745452,0.008518287,0.001442308,0.001069044,0.000581908,0.00006953165,0.01275347],"genre_scores_gemma":[0.01161283,0.001508383,0.0007192491,0.0005296455,0.000209335,0.0001763118,0.00006069196,0.00001933453,0.9851642],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9968314,"threshold_uncertainty_score":0.9962869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086867928","doi":"10.25656/01:20660","title":"Inklusive Lernumgebungen mit digitalen Medien in Überbetrieblichen Berufsbildungsstätten der Bauindustrie","year":2020,"lang":"de","type":"article","venue":"Pedocs (German Institute for International Educational Research)","topic":"Vocational Education and Training","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":"Art","retraction":null,"screen_n_in":null,"score":{"opus":0.2343254392654459,"gpt":0.4817026470778577,"spread":0.2473772078124118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002269974,0.0004562566,0.0004688966,0.00107171,0.001101425,0.000799739,0.002267038,0.0004299685,0.00656997],"category_scores_gemma":[0.02333904,0.0005308367,0.0002896477,0.002224839,0.001525704,0.002117398,0.0004476469,0.001283074,0.003030534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705507,"about_ca_system_score_gemma":0.009019658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563403,"about_ca_topic_score_gemma":0.00275085,"domain_scores_codex":[0.992891,0.0003471706,0.001227218,0.001220348,0.003103764,0.001210474],"domain_scores_gemma":[0.9914072,0.002599501,0.0004172716,0.000366298,0.004096577,0.00111318],"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":[0.0004900556,0.001855025,0.01682913,0.0001878377,0.001359232,0.00001863097,0.0893773,0.0008154003,0.00005297041,0.4330373,0.4435833,0.01239382],"study_design_scores_gemma":[0.001313374,0.000120935,0.01435797,0.0001916284,0.00007361923,0.000003435362,0.003908615,0.0008706605,0.00003588857,0.01504383,0.9635341,0.000545916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05172685,0.003844676,0.0003004223,0.782429,0.01558078,0.003290268,0.002160031,0.00007908863,0.1405889],"genre_scores_gemma":[0.9476416,0.0007606764,0.001056466,0.004103017,0.01884892,0.0007645629,0.005910332,0.0001064997,0.02080791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8959148,"threshold_uncertainty_score":0.9997143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}