{"meta":{"query_hash":"76a433510ffe","filters":{"topic":"Engineering Education and Global Impact"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/76a433510ffe","api":"https://metacan.xera.ac/api/v1/cohort?topic=Engineering+Education+and+Global+Impact"},"results":[{"id":"W2011366814","doi":"10.1308/135576110791013811","title":"Developing a Mentoring Culture in Dentistry. Making a Difference in a Changing World","year":2010,"lang":"en","type":"article","venue":"Primary Dental Care","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Coaching; Context (archaeology); Value (mathematics); Psychology; Work (physics); Subject (documents); Pedagogy; Public relations; Sociology; Engineering ethics; Medical education; Medicine; Political science; Engineering; Psychotherapist","score_opus":0.022659417849509048,"score_gpt":0.34813610827364694,"score_spread":0.3254766904241379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011366814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96915925,0.00037259478,0.000058157766,0.00014223266,0.0011209082,0.00015186754,0.0000025450634,0.000052484,0.028939983],"genre_scores_gemma":[0.99709976,0.000016485514,0.0012650611,0.00016136281,0.0001297492,0.00002102875,0.0000080786895,0.0000069806383,0.0012915259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991155,0.00002757281,0.00012249488,0.0001519644,0.00020081217,0.00038162712],"domain_scores_gemma":[0.9997897,0.000019491832,0.000030675907,0.00007383227,0.000025326859,0.000060944145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001793342,0.00008600171,0.0000971404,0.00038477284,0.00013827525,0.00010706304,0.00018242902,0.000054982724,0.000036229478],"category_scores_gemma":[0.00009153547,0.00009307835,0.00002804193,0.0011472767,0.000026593154,0.0001575357,0.000070417496,0.00024461912,0.000008422234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063622338,0.000036053,0.81799364,0.00011681364,0.0000046967193,0.00005966319,0.15292288,0.000014025526,0.0033644196,0.012613854,0.000045921417,0.012821678],"study_design_scores_gemma":[0.00045582905,0.000007754785,0.8886628,0.0005593703,0.0000057094594,0.000013356278,0.08214064,0.000027304528,0.00046395042,0.00023354922,0.026990635,0.00043906915],"about_ca_topic_score_codex":0.0006407887,"about_ca_topic_score_gemma":0.06814319,"teacher_disagreement_score":0.070782244,"about_ca_system_score_codex":0.0008233167,"about_ca_system_score_gemma":0.00014279371,"threshold_uncertainty_score":0.94886076},"labels":[],"label_agreement":null},{"id":"W2185016650","doi":"","title":"The future of Project and Program Management. Foresight workshop","year":2012,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Brainstorming; Process (computing); Task (project management); Process management; Subject (documents); Delphi method; Key (lock); Project management; Delphi; Knowledge management; Political science; Politics; Management science; Engineering; Business; Computer science; Marketing","score_opus":0.020657854530266292,"score_gpt":0.37414973617074054,"score_spread":0.35349188164047424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185016650","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06259806,0.006827456,0.00016120357,0.008119444,0.0014206283,0.0010729827,9.085455e-7,0.00019539114,0.91960394],"genre_scores_gemma":[0.97740686,0.0011070044,0.0022334198,0.00005891373,0.0003089157,0.000024326395,5.13788e-7,0.0000028467068,0.018857175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996823,0.000019419924,0.00004124717,0.000029558405,0.00008397225,0.00014350696],"domain_scores_gemma":[0.9998441,0.000031103562,0.000013572654,0.000055234195,0.000013531875,0.000042470845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024905108,0.000026859101,0.00002639048,0.000013352177,0.00011972089,0.000034879824,0.00006212061,0.000020638056,0.000021961429],"category_scores_gemma":[0.000016767191,0.000015378762,0.000012210866,0.00014776655,0.000056660283,0.0000855391,0.000010656583,0.000023089375,0.0000022874488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000269163,0.000058207475,0.0057660043,0.000011803517,0.000017479017,5.279971e-8,0.0055520325,2.86103e-7,0.0000010845056,0.549087,0.07663542,0.36286798],"study_design_scores_gemma":[0.000029783503,0.00000531723,0.017773548,0.0000040957366,0.000004129669,1.3135723e-7,0.012440035,0.0000032373348,0.000005547692,0.0001751963,0.96953243,0.000026545473],"about_ca_topic_score_codex":0.000061506966,"about_ca_topic_score_gemma":0.00020643564,"teacher_disagreement_score":0.9148088,"about_ca_system_score_codex":0.000009782911,"about_ca_system_score_gemma":0.000012457151,"threshold_uncertainty_score":0.09208084},"labels":[],"label_agreement":null},{"id":"W2256173741","doi":"","title":"WCE 2010 - World Congress on Engineering 2010: Preface","year":2010,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science","score_opus":0.09186823098289781,"score_gpt":0.3467557874820742,"score_spread":0.2548875564991764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256173741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822498,0.000029053828,0.00006972477,0.011185936,0.0016066509,0.000312569,0.0000056661875,0.00009348466,0.00444709],"genre_scores_gemma":[0.99065,0.00009142441,0.00030137057,0.000033616587,0.00021994943,0.0000010556835,0.0000019683182,0.0000102163485,0.008690426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864227,0.00013022678,0.000073049356,0.00017129448,0.0005789002,0.00040425285],"domain_scores_gemma":[0.9987676,0.0004286609,0.0000339363,0.0003628045,0.00018734374,0.00021961656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011925101,0.00008411747,0.00010534567,0.00027081397,0.00044932912,0.000052237527,0.00069030613,0.00007554358,0.00045225958],"category_scores_gemma":[0.0005200901,0.00007804979,0.00005931265,0.0005951015,0.000479797,0.00023704373,0.00010129884,0.0006406296,0.0002954337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003305793,0.0009508325,0.012437981,0.00026464142,0.0002640877,0.00008105272,0.34730336,0.0040104566,0.021707386,0.18548712,0.41663933,0.010523167],"study_design_scores_gemma":[0.00029960476,0.000054588385,0.046395198,0.000080854734,0.0000073612405,9.569148e-7,0.015482271,0.00027063474,0.0014090356,0.00022256188,0.93560535,0.00017156679],"about_ca_topic_score_codex":0.00026742573,"about_ca_topic_score_gemma":0.0001850055,"teacher_disagreement_score":0.518966,"about_ca_system_score_codex":0.00013287464,"about_ca_system_score_gemma":0.0002240111,"threshold_uncertainty_score":0.49519253},"labels":[],"label_agreement":null},{"id":"W4406810609","doi":"10.24908/ijesjp.v11i1.18826","title":"Contracorrientes para el Buen Vivir","year":2024,"lang":"es","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.015235955917618081,"score_gpt":0.36581472088767913,"score_spread":0.3505787649700611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406810609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60267407,0.09284322,0.021877838,0.09308062,0.16446508,0.00046308513,0.00037304976,0.00046266714,0.023760375],"genre_scores_gemma":[0.97944206,0.008229075,0.0001986073,0.00021295524,0.011124644,0.0000012514972,0.0000032366142,0.000022101593,0.00076608366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986645,0.000039897324,0.00037035608,0.00012988376,0.0005614531,0.00023389721],"domain_scores_gemma":[0.99890643,0.00036966347,0.00012851473,0.00004115894,0.00037863338,0.0001755953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052670017,0.00016833811,0.00021028367,0.00022115816,0.00010487592,0.00067989685,0.00031286717,0.00011291735,0.00008126462],"category_scores_gemma":[0.0004726424,0.00016676041,0.0001613268,0.00017755943,0.000091282374,0.00051105744,0.000031235842,0.0003897812,0.00002533884],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022899262,0.00059207977,0.00049557275,0.00203384,0.0039015312,0.0009257043,0.18043426,0.005822146,0.007641942,0.5336939,0.15744783,0.10678216],"study_design_scores_gemma":[0.00036829096,0.00009150552,0.0033017173,0.00089927175,0.00057671487,0.00009170391,0.005176211,0.0035988048,0.000064060645,0.00016753099,0.985368,0.00029615645],"about_ca_topic_score_codex":0.00007815232,"about_ca_topic_score_gemma":0.0000048877555,"teacher_disagreement_score":0.8279202,"about_ca_system_score_codex":0.00018945031,"about_ca_system_score_gemma":0.00020561791,"threshold_uncertainty_score":0.6800292},"labels":[],"label_agreement":null},{"id":"W6889445596","doi":"10.25549/webster-c100-11096","title":"Justice Expenditure and Employment in the United States, 1988, 1991-08","year":2021,"lang":"en","type":"dataset","venue":"University of Southern California Digital Library","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Newspaper; Economic Justice; Criminal justice; Royal Commission; Public expenditure","score_opus":0.015407500287715268,"score_gpt":0.23267542490544366,"score_spread":0.2172679246177284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889445596","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036936882,0.00021747322,0.0000031256882,0.0014604226,0.000060874394,0.00010841088,0.99345225,0.000028933735,0.0009748487],"genre_scores_gemma":[0.00067383377,0.00067116227,0.000021652302,0.00044388158,0.000078162004,1.7868679e-7,0.9974148,0.000007838369,0.00068847276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992067,0.00009672424,0.00010251452,0.00016313174,0.00024796996,0.00018291012],"domain_scores_gemma":[0.9994659,0.0001387904,0.00007960985,0.0001821614,0.000018043662,0.000115517796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008906249,0.00013012973,0.00015218093,0.0001309635,0.00014461695,0.00017489122,0.00039137606,0.00014856903,0.0006520311],"category_scores_gemma":[0.000051349496,0.00011532908,0.00005421288,0.00032510565,0.00019619185,0.00017198728,0.00010800299,0.00021804406,0.00037795975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010945806,0.000075519914,0.0001991253,0.000051512598,0.000016832088,0.000045590128,0.0022062429,0.000027616135,3.350333e-8,0.000019278365,0.9972318,0.000115512405],"study_design_scores_gemma":[0.00011536576,0.000009087283,0.000033872457,0.000071675204,0.000035063313,0.0000015950426,0.06400409,0.000003565883,1.03714285e-7,0.00006252882,0.9355443,0.000118733864],"about_ca_topic_score_codex":0.0035041606,"about_ca_topic_score_gemma":0.00036697046,"teacher_disagreement_score":0.06179785,"about_ca_system_score_codex":0.000039391518,"about_ca_system_score_gemma":0.00015544261,"threshold_uncertainty_score":0.7139283},"labels":[],"label_agreement":null},{"id":"W6961672876","doi":"10.15468/dl.vz23t5","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien; State (computer science)","score_opus":0.02044912245186578,"score_gpt":0.27393646404611305,"score_spread":0.25348734159424724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6961672876","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011780023,0.000024627547,0.0000013668391,0.00065544987,0.0018144344,0.00025925052,0.99552494,0.00014161073,0.0014605141],"genre_scores_gemma":[0.000014715315,0.00015345619,6.986501e-7,0.00070821727,0.000003098582,0.0000054027046,0.9991134,9.6602975e-9,0.0000010330089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984045,0.00014087067,0.00024813885,0.00015569887,0.00071511144,0.0003356776],"domain_scores_gemma":[0.99903566,0.000028626237,0.00018885663,0.0003209429,0.00016746653,0.00025843256],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005438662,0.0001797218,0.0001767724,0.00008775932,0.00090291986,0.0002045339,0.0006151237,0.00021976278,0.10378401],"category_scores_gemma":[0.0004997989,0.00021011781,0.00012570522,0.00052606815,0.00019160146,0.00082171755,0.00018403566,0.0003070268,0.05825339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009799292,0.000033910896,0.00028681444,0.00003577774,0.000015146962,7.5368024e-7,0.00051439536,0.000025098223,2.7930869e-9,0.0000016258616,0.9984243,0.0006523811],"study_design_scores_gemma":[0.0001139637,0.00001599731,0.00006355701,7.7546423e-7,0.000022818691,8.953222e-7,0.0016352672,1.7601275e-8,8.1251066e-8,0.0000010366236,0.9979312,0.0002144131],"about_ca_topic_score_codex":0.0071433275,"about_ca_topic_score_gemma":0.00014297976,"teacher_disagreement_score":0.04553062,"about_ca_system_score_codex":0.0011011533,"about_ca_system_score_gemma":0.0005944883,"threshold_uncertainty_score":0.9994682},"labels":[],"label_agreement":null},{"id":"W6991805787","doi":"","title":"Integración económica en el mundo globalizado de las comunidades indígenas a través del modelo cooperativo","year":2008,"lang":"es","type":"article","venue":"El Servicio de Difusión de la Creación Intelectual (National University of La Plata)","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Latin Americans; Work (physics); Publics","score_opus":0.012992349742788597,"score_gpt":0.30348293879021787,"score_spread":0.29049058904742925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991805787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92650235,0.00026308806,0.00494409,0.0017309606,0.00012242961,0.00026276987,0.000468426,0.00015236164,0.0655535],"genre_scores_gemma":[0.994726,0.0013941432,0.0018051263,0.0006503358,0.00017653135,0.0000020920565,0.00015968908,0.000035633184,0.0010504221],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9965038,0.0010968903,0.00038612596,0.00045782907,0.00078813866,0.0007672451],"domain_scores_gemma":[0.9962791,0.0019653651,0.00023869118,0.00027260807,0.0007181663,0.00052604976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013782071,0.00043599683,0.0005285375,0.0003638821,0.00073295226,0.00015475112,0.0011576351,0.000721087,0.0006175689],"category_scores_gemma":[0.0011795168,0.0005329134,0.00026755378,0.0009216351,0.0009103051,0.0005674227,0.00017041591,0.0008315571,0.00005267598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010806323,0.0033167312,0.054633796,0.00037697837,0.0013722136,0.00032745322,0.2683032,0.036278687,0.0038315735,0.5939772,0.034557387,0.0019441495],"study_design_scores_gemma":[0.007842217,0.00095199706,0.29632455,0.0013937952,0.00071130524,0.0017682777,0.08526014,0.2797561,0.0027784966,0.025070438,0.29447642,0.0036662589],"about_ca_topic_score_codex":0.015283818,"about_ca_topic_score_gemma":0.0019427415,"teacher_disagreement_score":0.5689068,"about_ca_system_score_codex":0.0017109824,"about_ca_system_score_gemma":0.0030731203,"threshold_uncertainty_score":0.9997122},"labels":[],"label_agreement":null},{"id":"W7034421933","doi":"","title":"TSEMIM, Transmission et Transformation des Savoirs sur l'Environnement en Milieux Indigène et Métis: (résultats du projet, photos, aperçus musicaux…)","year":2003,"lang":"fr","type":"other","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Product (mathematics); Transmission (telecommunications); Population","score_opus":0.0107773625782391,"score_gpt":0.2244244516503992,"score_spread":0.2136470890721601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034421933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46187046,0.011459836,0.098466106,0.023551097,0.0020740866,0.003837229,0.001113773,0.0014600778,0.39616734],"genre_scores_gemma":[0.76167333,0.06106288,0.014552427,0.004250379,0.0008165365,0.000057396774,0.0013804568,0.0005971704,0.15560943],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.993161,0.0016549544,0.00078861753,0.0012693155,0.001047137,0.0020789527],"domain_scores_gemma":[0.99644524,0.0004421044,0.00059071457,0.00071264204,0.00025549717,0.0015538023],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013959326,0.0013966449,0.0010638173,0.0011024561,0.0023589612,0.0003910493,0.0017477613,0.0018460749,0.0071781804],"category_scores_gemma":[0.00019347585,0.0016846342,0.0008419321,0.0022377442,0.0013367982,0.0027853332,0.00024318013,0.0014563022,0.00046956653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001499165,0.003173521,0.0035512145,0.0019031289,0.0015337379,0.0011063125,0.51819015,0.041241303,0.0037096257,0.22537,0.12736987,0.071352005],"study_design_scores_gemma":[0.0063135037,0.00026637412,0.011336575,0.001647386,0.0007078286,0.0003308895,0.052168597,0.0033187266,0.00043839862,0.00046762408,0.92117614,0.0018279628],"about_ca_topic_score_codex":0.006135991,"about_ca_topic_score_gemma":0.004606567,"teacher_disagreement_score":0.79380625,"about_ca_system_score_codex":0.0048465123,"about_ca_system_score_gemma":0.004094411,"threshold_uncertainty_score":0.9998784},"labels":[],"label_agreement":null},{"id":"W7036390628","doi":"","title":"The Canadian Pacific Railway","year":2008,"lang":"en","type":"other","venue":"University of Debrecen Electronic Archive (University of Debrecen)","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Negotiation","score_opus":0.006577696543866179,"score_gpt":0.19919011952851465,"score_spread":0.19261242298464848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036390628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026111738,0.0011441662,0.00072636775,0.0034599232,0.0003146223,0.00042032797,0.0002114542,0.00013850324,0.9933235],"genre_scores_gemma":[0.054311242,0.031141182,0.0010051262,0.00004815597,0.00011823544,7.23752e-8,0.00013575632,0.00011704404,0.9131232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980231,0.00027846682,0.000103061,0.00032404726,0.00042031409,0.000851012],"domain_scores_gemma":[0.9985351,0.00018058252,0.00029717444,0.00040281046,0.00012954434,0.0004548005],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027883673,0.00023608637,0.00037599154,0.00048797755,0.0015508059,0.000015597601,0.0012260234,0.00032453393,0.0024977305],"category_scores_gemma":[0.00007114322,0.00028722023,0.00025124382,0.0005245236,0.0014703814,0.00011823048,0.00008258782,0.00047084925,0.00017420547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052345407,0.000059183923,0.00026995828,0.000025704201,0.00033286822,0.000018259998,0.011049619,0.00001060602,0.000011664675,0.021722957,0.95760685,0.008840011],"study_design_scores_gemma":[0.00035786888,0.000058232406,0.00067708635,0.000075823555,0.00007250841,0.0000038661465,0.011178225,0.00004676055,0.0000014005601,0.00039794965,0.9868571,0.00027315516],"about_ca_topic_score_codex":0.6267974,"about_ca_topic_score_gemma":0.9655793,"teacher_disagreement_score":0.33878192,"about_ca_system_score_codex":0.0008682377,"about_ca_system_score_gemma":0.004445047,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W7042880508","doi":"","title":"Release: Shell Canada Supports Computer Science Students with $150,000 Gift","year":2006,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Futures contract; Shell (structure); Work (physics); Donation; Science education","score_opus":0.005236477881375395,"score_gpt":0.227664909092355,"score_spread":0.2224284312109796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042880508","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011288177,0.0003721206,0.0019920128,0.38350108,0.0017176146,0.0006233196,0.00014497763,0.00032455788,0.60003614],"genre_scores_gemma":[0.005281358,0.00008728698,0.0016708848,0.000051356223,0.00013240529,9.1912895e-8,0.000010889481,0.000041172243,0.99272454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839365,0.00003533046,0.0000101642345,0.0002813459,0.0009213334,0.00035818046],"domain_scores_gemma":[0.9991706,0.000016811086,0.0001678261,0.00027466362,0.00010754469,0.0002625445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018951528,0.00014669118,0.00021123917,0.0002126497,0.0002517267,0.00004530388,0.0006823684,0.00010599511,0.000087041946],"category_scores_gemma":[0.000011266458,0.0001688782,0.000036530277,0.0005573318,0.0006372794,0.000117590724,0.00005906603,0.00012354563,0.000011236451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027140375,0.00001840806,0.0028644726,0.000016507427,0.000019235533,0.00004744414,0.00027660828,0.000065813154,7.8067376e-7,0.00046478648,0.9959964,0.00022684199],"study_design_scores_gemma":[0.0001648873,0.000027282513,0.0035853062,0.000101174024,0.000028753386,0.0000019505342,0.0017296654,0.000009049688,8.4973857e-7,4.7516778e-7,0.99415696,0.00019366972],"about_ca_topic_score_codex":0.5263845,"about_ca_topic_score_gemma":0.9098061,"teacher_disagreement_score":0.3926884,"about_ca_system_score_codex":0.00048520404,"about_ca_system_score_gemma":0.0023189962,"threshold_uncertainty_score":0.68866533},"labels":[],"label_agreement":null},{"id":"W7095212423","doi":"","title":"Measurement of the Solar Neutrino Flux with an Array of Neutron Detectors in the Sudbury Neutrino Observatory","year":2012,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Global Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solar neutrino; Neutrino; Observatory; Flux (metallurgy); Solar neutrino problem; Neutrino detector; Neutrino oscillation; Detector","score_opus":0.045205885973598196,"score_gpt":0.2907859249864944,"score_spread":0.2455800390128962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095212423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98754215,0.0001788491,0.000023334971,0.0005434766,0.0002829887,0.00024317406,0.0000011137452,0.000018947116,0.011165935],"genre_scores_gemma":[0.999555,0.0000093361705,0.00005703884,0.00017289203,0.00008762873,0.00000797065,2.9633455e-7,0.0000057730513,0.000104095765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987213,0.00025255926,0.00016483032,0.00007980755,0.00051369664,0.00026783245],"domain_scores_gemma":[0.9993961,0.000054630214,0.00007981676,0.00028679217,0.000095292125,0.00008739584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014148758,0.000083354695,0.00011018702,0.000035524194,0.000086867774,0.00001533458,0.0003814088,0.000049056278,0.000043963395],"category_scores_gemma":[0.000060774626,0.00004375619,0.00004818635,0.00042669734,0.00011878605,0.00023120656,0.000011122051,0.00011881792,0.0000020474474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035570487,0.0006689818,0.9226529,0.00005018437,0.000031949578,1.8521575e-7,0.033519503,0.00035277227,0.024022559,0.016810367,0.0009322024,0.00092283083],"study_design_scores_gemma":[0.00012894707,0.000057075093,0.97225654,0.000021857193,0.000012605317,3.889281e-7,0.0068215267,0.0000019262109,0.014317638,0.000011590338,0.0063014417,0.00006848466],"about_ca_topic_score_codex":0.0037619916,"about_ca_topic_score_gemma":0.003501322,"teacher_disagreement_score":0.049603622,"about_ca_system_score_codex":0.000091403504,"about_ca_system_score_gemma":0.00018417712,"threshold_uncertainty_score":0.5687031},"labels":[],"label_agreement":null}]}