{"meta":{"query_hash":"6dd1fff464b7","filters":{"venue":"International Journal for the History of Engineering & Technology"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/6dd1fff464b7","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+for+the+History+of+Engineering+%26+Technology"},"results":[{"id":"W2012812839","doi":"10.1179/1758120613z.00000000029","title":"Colonel Robert Means Thompson and Noak Victor Hybinette: A Tale of Yin and Yang","year":2013,"lang":"en","type":"article","venue":"International Journal for the History of Engineering & Technology","topic":"Historical Studies in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vale (Canada)","funders":"","keywords":"Management; Sociology; Art history; Law; Art; Political science; Economics","score_opus":0.00955040636788662,"score_gpt":0.2539565171534306,"score_spread":0.24440611078554397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012812839","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":[0.49564055,0.12286025,0.16901092,0.110615514,0.06002746,0.003250996,0.00010372341,0.0007186172,0.037771966],"genre_scores_gemma":[0.9878842,0.00073486223,0.007842403,0.00008407761,0.00024030691,0.000041022144,4.7564936e-7,0.000015517795,0.0031570953],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934494,0.000013071357,0.00022004833,0.00008780756,0.00020098648,0.00013311273],"domain_scores_gemma":[0.99921083,0.00029794677,0.00017052176,0.00007048851,0.00021263644,0.000037582642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022157253,0.00007249038,0.00016163064,0.00016060121,0.00010952617,0.000006982817,0.0003371036,0.00007551412,0.00008267676],"category_scores_gemma":[0.00069300015,0.00006024284,0.000045368408,0.00007114603,0.0005819462,0.00007483136,0.00007029077,0.00016495264,0.0000010264296],"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":[0.00026350937,0.00050793873,0.0065547014,0.00021891641,0.0024616653,0.000031721684,0.057867926,0.0050460966,0.13969369,0.24755988,0.2967389,0.24305509],"study_design_scores_gemma":[0.00022755997,0.00008255661,0.0005277588,0.000032562562,0.000019962014,0.000021299316,0.00040202824,0.0016562977,0.00007070275,0.0009231378,0.9959589,0.00007719885],"about_ca_topic_score_codex":0.0002767519,"about_ca_topic_score_gemma":0.000034151875,"teacher_disagreement_score":0.69922006,"about_ca_system_score_codex":0.000520328,"about_ca_system_score_gemma":0.000037338916,"threshold_uncertainty_score":0.24566318},"labels":[],"label_agreement":null},{"id":"W2017038823","doi":"10.1179/175812109x449612","title":"A Light to Lighten our Darkness: Lighthouse Optics and the Later Development of Fresnel's Revolutionary Refracting Lens 1780–1900","year":2009,"lang":"en","type":"article","venue":"International Journal for the History of Engineering & Technology","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":15,"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":"Catadioptric system; Fresnel lens; Optics; Lens (geology); Prism; Engineering; Physics","score_opus":0.01731299724993964,"score_gpt":0.2653245029613207,"score_spread":0.24801150571138106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017038823","genre_codex":"commentary","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":[0.32892862,0.072444394,0.053507227,0.49521917,0.03486049,0.0019503678,0.00003237551,0.000566359,0.012491],"genre_scores_gemma":[0.98166615,0.0005289438,0.012842073,0.00022306139,0.00044685532,0.000020042591,4.980336e-7,0.000011514159,0.0042608897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912393,0.000022015349,0.00034538223,0.00009747553,0.0002590582,0.00015211951],"domain_scores_gemma":[0.99927866,0.00015002767,0.00017621716,0.000093475595,0.00026852475,0.00003306663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006142586,0.000087639295,0.00017783801,0.00023622472,0.0002609098,0.000006819747,0.0004874829,0.000074699565,0.0000037886339],"category_scores_gemma":[0.00050006225,0.000056119454,0.00006988847,0.000096206975,0.000085941494,0.00010526275,0.00006128447,0.00020008581,0.0000012504046],"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":[0.0016509398,0.0005742873,0.0007448196,0.00009926631,0.0020617836,0.000077102435,0.3169162,0.0043332526,0.032164786,0.43800756,0.12930253,0.074067466],"study_design_scores_gemma":[0.00029933665,0.00005395472,0.00027996584,0.00007638226,0.00002076467,0.000017779095,0.0006250863,0.00012301981,0.00021098333,0.0015363692,0.99667823,0.00007813063],"about_ca_topic_score_codex":0.000011274187,"about_ca_topic_score_gemma":0.000010718029,"teacher_disagreement_score":0.8673757,"about_ca_system_score_codex":0.00051048334,"about_ca_system_score_gemma":0.00009646003,"threshold_uncertainty_score":0.22884849},"labels":[],"label_agreement":null},{"id":"W2055551382","doi":"10.1179/1758120613z.00000000035","title":"Parallel Challenges Building the New York and Rideau Canals","year":2014,"lang":"en","type":"article","venue":"International Journal for the History of Engineering & Technology","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"University of Ottawa","keywords":"Legislature; Join (topology); Engineering; Civil engineering; Geography; Archaeology","score_opus":0.014289074509993858,"score_gpt":0.20811759719837913,"score_spread":0.19382852268838527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055551382","genre_codex":"methods","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":[0.17421885,0.17365101,0.47272298,0.14708373,0.024131695,0.0009683878,0.000015059918,0.00033732847,0.0068709594],"genre_scores_gemma":[0.98686093,0.0012123769,0.0056597954,0.00031249202,0.00029526226,0.000016415424,4.6311993e-7,0.000022690072,0.005619545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939466,0.000009458771,0.00015922124,0.000113876085,0.0001966676,0.00012613347],"domain_scores_gemma":[0.9995567,0.00013642001,0.00013277218,0.00012307828,0.000006677086,0.000044334607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021113874,0.00009140128,0.000103538194,0.000069171205,0.000079629644,0.000002891023,0.0005513065,0.000048141323,0.000070823255],"category_scores_gemma":[0.000061613515,0.000057742254,0.00006335131,0.000026343576,0.00078207895,0.000045191187,0.00010038086,0.00018156158,0.000005568157],"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":[0.00018374025,0.000131285,0.0009796587,0.00002582203,0.00067601627,0.00001698644,0.0045383414,0.30335146,0.04549403,0.07475255,0.25451368,0.31533644],"study_design_scores_gemma":[0.00017980942,0.000057423713,0.0014325466,0.000015823893,0.000016879178,0.0001782286,0.00013148558,0.0030786474,0.00007947055,0.0023287917,0.99242365,0.000077225835],"about_ca_topic_score_codex":0.00011314606,"about_ca_topic_score_gemma":0.000020462525,"teacher_disagreement_score":0.8126421,"about_ca_system_score_codex":0.000545633,"about_ca_system_score_gemma":0.000013755956,"threshold_uncertainty_score":0.28816023},"labels":[],"label_agreement":null},{"id":"W3199007120","doi":"10.1080/17581206.2021.1967103","title":"Eight weeks in North America","year":2020,"lang":"en","type":"article","venue":"International Journal for the History of Engineering & Technology","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary 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":"Studio; Portrait; Context (archaeology); Art history; Bridge (graph theory); Photography; History; Media studies; Visual arts; Art; Sociology; Archaeology; Medicine","score_opus":0.01871498906322867,"score_gpt":0.2015573871629563,"score_spread":0.18284239809972763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199007120","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":[0.93316853,0.01717451,0.01692282,0.017131433,0.013864497,0.00027620836,0.00014596437,0.00018988187,0.0011261489],"genre_scores_gemma":[0.9986546,0.00010944817,0.00073299115,0.00015722465,0.00012154495,0.0000011518789,0.000009824494,0.0000028692439,0.00021032456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952835,0.0000068531226,0.0001691259,0.00007269032,0.00011760574,0.00010535295],"domain_scores_gemma":[0.99971926,0.00007764617,0.00007028907,0.00004845123,0.000052346077,0.000032002714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007546113,0.000060610415,0.00009607057,0.000103593215,0.00002318366,0.0000058649875,0.00044872996,0.00003739359,0.00018320185],"category_scores_gemma":[0.00013724377,0.000043173593,0.000052559448,0.000092945134,0.00005375664,0.00006006033,0.000008830882,0.00021685014,0.000013195127],"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":[0.00035502025,0.000051605242,0.22119924,0.000048041977,0.00035569104,0.00017316331,0.0034248636,0.46310434,0.0025303608,0.00045651064,0.02392088,0.2843803],"study_design_scores_gemma":[0.00035458046,0.0001741486,0.05554187,0.000019881782,0.000008526002,0.000068762194,0.00014865395,0.056882944,0.00004754972,0.000111662936,0.88651973,0.000121686346],"about_ca_topic_score_codex":0.000048680864,"about_ca_topic_score_gemma":0.00013657253,"teacher_disagreement_score":0.86259884,"about_ca_system_score_codex":0.000038084832,"about_ca_system_score_gemma":0.000025909063,"threshold_uncertainty_score":0.20059317},"labels":[],"label_agreement":null},{"id":"W4394564533","doi":"10.1080/17581206.2023.2299488","title":"The development of the screw pump from Assyrian King Sennacherib Time to Archimedes","year":2024,"lang":"en","type":"article","venue":"International Journal for the History of Engineering & Technology","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Development (topology); Ancient history; Engineering; History; Mathematics; Mathematical analysis","score_opus":0.021265950470783248,"score_gpt":0.2188270313328729,"score_spread":0.19756108086208965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394564533","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":[0.48683628,0.08865636,0.11112681,0.060533226,0.22097577,0.002438384,0.0003977882,0.0013314466,0.02770393],"genre_scores_gemma":[0.9582011,0.000015673058,0.0018640603,0.00008170003,0.0009997992,0.000034361816,0.0000025690965,0.000043137006,0.038757607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923164,0.0000098848295,0.00029530708,0.00009135834,0.0002449961,0.00012682776],"domain_scores_gemma":[0.99938154,0.00020362108,0.000108148444,0.00015006581,0.00013603359,0.000020596068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031708865,0.0000892337,0.00010078585,0.00019356348,0.00018978209,0.000031993615,0.0008545911,0.000035806832,0.00025307972],"category_scores_gemma":[0.00013626352,0.00005151938,0.000113943184,0.000029339224,0.00024862235,0.00005105484,0.000105289415,0.0002499425,0.00005648042],"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":[0.0002525406,0.00016713155,0.00006739262,0.0001232047,0.0039882725,0.000024708545,0.13246074,0.009041889,0.18295571,0.34146073,0.11901952,0.21043815],"study_design_scores_gemma":[0.00006262938,0.000016325426,0.000066688284,0.00015346175,0.000019457228,0.000010997984,0.00024084885,0.002349613,0.00082587183,0.0006596296,0.9955349,0.000059601745],"about_ca_topic_score_codex":0.000008912989,"about_ca_topic_score_gemma":0.00004631721,"teacher_disagreement_score":0.8765153,"about_ca_system_score_codex":0.00062528235,"about_ca_system_score_gemma":0.00015777496,"threshold_uncertainty_score":0.27710456},"labels":[],"label_agreement":null},{"id":"W4401326522","doi":"10.1080/17581206.2024.2381739","title":"Distinctive landmarks in the history of computing and engineering: the past, the present, and the future","year":2024,"lang":"en","type":"article","venue":"International Journal for the History of Engineering & Technology","topic":"History of Computing Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Timeline; Transformative learning; History of computing; Key (lock); Electricity; TRACE (psycholinguistics); Computer science; Ubiquitous computing; Power (physics); Data science; Engineering; Architectural engineering; Computer security; Electrical engineering; History; Human–computer interaction; Sociology","score_opus":0.008775251000168937,"score_gpt":0.2254655823473935,"score_spread":0.21669033134722457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401326522","genre_codex":"methods","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":[0.036976192,0.1979302,0.598602,0.13409571,0.030603021,0.00092692795,0.000008053714,0.0005368878,0.00032100335],"genre_scores_gemma":[0.9964354,0.0002971063,0.0023138004,0.00009099261,0.00049712596,0.000029917328,3.7399474e-7,0.000017296563,0.0003179762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989361,0.000053728127,0.00034574347,0.00018467351,0.0002956426,0.0001841156],"domain_scores_gemma":[0.99745744,0.0018064062,0.00018934137,0.00042090268,0.00011196584,0.000013931177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013949985,0.00015883036,0.0001935297,0.0003194387,0.000108861066,0.000043693963,0.0026911532,0.00009832099,0.0000012940234],"category_scores_gemma":[0.00027126147,0.00007212582,0.00010526691,0.00016367942,0.00075303577,0.00010077513,0.00041701554,0.0008572178,3.1445228e-7],"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":[0.000110002446,0.00007071915,0.00022539542,0.00016799482,0.0007707978,0.00006834382,0.02841813,0.03443787,0.0011672123,0.75217754,0.093207926,0.089178085],"study_design_scores_gemma":[0.0003283085,0.00005056987,0.0011142179,0.000099393,0.000028866076,0.0005169096,0.00029212658,0.29743114,0.000013246514,0.0032150438,0.69681954,0.000090643596],"about_ca_topic_score_codex":0.000016502327,"about_ca_topic_score_gemma":0.0000048917323,"teacher_disagreement_score":0.95945925,"about_ca_system_score_codex":0.00053387374,"about_ca_system_score_gemma":0.000091773625,"threshold_uncertainty_score":0.5000877},"labels":[],"label_agreement":null}]}