{"meta":{"query_hash":"78b5836146a7","filters":{"venue":"Journal of Computer Applications in Technology"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/78b5836146a7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Computer+Applications+in+Technology"},"results":[{"id":"W1612956272","doi":"","title":"The problem of simultaneous actions during assembly","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Applications in Technology","topic":"Manufacturing Process and Optimization","field":"Engineering","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":"Polytechnique Montréal","funders":"","keywords":"Workstation; Product (mathematics); Order (exchange); Computer science; Engineering drawing; Mathematical optimization; Engineering; Industrial engineering; Manufacturing engineering; Mathematics; Business; Geometry","score_opus":0.003847751904937416,"score_gpt":0.21161339953644356,"score_spread":0.20776564763150615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1612956272","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":[0.1467065,0.000115438095,0.852494,0.00017414805,0.00004369986,0.000096415846,3.300538e-7,0.00006446395,0.0003049853],"genre_scores_gemma":[0.94923,0.00013361244,0.050552312,0.00000225884,0.000048278816,0.00001549014,2.8551028e-7,0.000008457687,0.000009271549],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946845,0.000008997024,0.00032038288,0.0000484647,0.00006365198,0.0000900669],"domain_scores_gemma":[0.9995077,0.000110055655,0.00013536666,0.00014349175,0.00008953526,0.000013835239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011875184,0.00005694075,0.00011609422,0.00023577629,0.000057074107,0.000012298385,0.00025920055,0.000070982904,9.590506e-7],"category_scores_gemma":[0.000006046135,0.000043117947,0.00002592945,0.000276981,0.00003620097,0.00004362564,0.000025946852,0.00019457414,9.234997e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018109071,0.00002418511,0.00021375311,0.00004168908,0.000016034872,4.0602333e-7,0.00003996689,0.8665169,0.000828072,0.0049967854,0.000021781787,0.12729864],"study_design_scores_gemma":[0.0008010731,0.00016233246,0.00266976,0.00011752732,0.000032262018,0.00017365832,0.00011021527,0.82317954,0.08766654,0.024424626,0.060409956,0.00025251546],"about_ca_topic_score_codex":5.050068e-7,"about_ca_topic_score_gemma":0.0000034311302,"teacher_disagreement_score":0.8025235,"about_ca_system_score_codex":0.00003025183,"about_ca_system_score_gemma":0.000008111812,"threshold_uncertainty_score":0.17582989},"labels":[],"label_agreement":null},{"id":"W2179774107","doi":"","title":"Data exchange standards for computer–aided engineering and manufacturing","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Applications in Technology","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Audio Recording Academy; Technical University of Nova Scotia","funders":"","keywords":"Data exchange; CAD; Product model; Engineering drawing; Computer Aided Design; Product (mathematics); Manufacturing engineering; Computer science; Computer-aided manufacturing; Computer-aided; Electronic data interchange; Computer-aided engineering; Engineering; Systems engineering; Industrial engineering; Software engineering; Mechanical engineering; Database; Mathematics","score_opus":0.009701666370913025,"score_gpt":0.23880204731196186,"score_spread":0.22910038094104884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179774107","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026547275,0.00032325106,0.9725443,0.00012983872,0.00013508803,0.00017050546,0.000017970784,0.0001143042,0.000017440967],"genre_scores_gemma":[0.5609625,0.00022293103,0.43843302,0.00001656255,0.00029447972,0.000029295381,0.000014144641,0.000025221987,0.000001873309],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993383,0.000005408996,0.00030797548,0.00012913969,0.00008371079,0.00013543738],"domain_scores_gemma":[0.9994705,0.00007348396,0.000085269465,0.00027922654,0.00006047835,0.000031078045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034303527,0.00010323801,0.0002071058,0.00042308887,0.00003091016,0.0000316013,0.00038829463,0.00009742726,0.000001729608],"category_scores_gemma":[0.000008776803,0.00010048317,0.000017526734,0.00010689155,0.00001988146,0.00012984448,0.00011775208,0.0001709037,2.1903662e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0000039330994,0.0000228185,0.00014598639,0.00040535498,0.000036009427,8.984235e-7,0.000059783288,0.48698884,0.000075784956,0.0017106506,0.0005838492,0.5099661],"study_design_scores_gemma":[0.0004507146,0.00005953829,0.00063746574,0.00005804191,0.00001181838,0.000034074623,0.0000052933583,0.8837312,0.0027706616,0.0014553561,0.11066893,0.00011689101],"about_ca_topic_score_codex":3.8412992e-7,"about_ca_topic_score_gemma":0.0000016917744,"teacher_disagreement_score":0.5344152,"about_ca_system_score_codex":0.000044317378,"about_ca_system_score_gemma":0.000009853123,"threshold_uncertainty_score":0.40975848},"labels":[],"label_agreement":null},{"id":"W2600669566","doi":"","title":"Computers and organisational structure: a sociological perspective","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Applications in Technology","topic":"Information Systems Theories and Implementation","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":"University of Alberta","funders":"","keywords":"Sociology; Typology; Realm; Perspective (graphical); Presentation (obstetrics); Scale (ratio); Work (physics); Government (linguistics); Knowledge management; Sociological theory; Engineering ethics; Management science; Computer science; Management; Epistemology; Social science; Engineering; Artificial intelligence; Political science","score_opus":0.008650396737454661,"score_gpt":0.3144230561857516,"score_spread":0.30577265944829696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600669566","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":[0.17006783,0.000035211764,0.8238447,0.0049076225,0.00013880125,0.00018872929,0.0000021179803,0.0000271689,0.00078784616],"genre_scores_gemma":[0.96848845,0.000015130655,0.03109574,0.00014035724,0.00024821193,0.000004909875,0.0000014558179,0.0000021817884,0.0000035640967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993163,0.000099971665,0.000300882,0.000065007946,0.00012279373,0.00009507456],"domain_scores_gemma":[0.99926114,0.00014332237,0.00025156257,0.000059477472,0.00025790845,0.00002661448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005452805,0.00004720045,0.00012531475,0.0002499516,0.00017362359,0.000030017894,0.00017104251,0.000094451214,0.000019920748],"category_scores_gemma":[0.0000439428,0.00004051804,0.000019241395,0.0002830653,0.0002592003,0.00013812605,0.000035202076,0.00013697197,0.0000015971176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000174121,0.000010807091,0.0033823203,0.0000017557437,0.0000072399284,1.0999199e-7,0.004999599,0.000045821045,0.000022333074,0.9716504,0.00014756384,0.019730292],"study_design_scores_gemma":[0.000764766,0.00019916017,0.01960325,0.000014212262,0.000009744806,0.000053125117,0.026812203,0.0012999816,0.000085997395,0.8650127,0.08600756,0.0001373061],"about_ca_topic_score_codex":0.000017546918,"about_ca_topic_score_gemma":0.00001616859,"teacher_disagreement_score":0.7984206,"about_ca_system_score_codex":0.00012464964,"about_ca_system_score_gemma":0.0000598092,"threshold_uncertainty_score":0.16522777},"labels":[],"label_agreement":null},{"id":"W2602452095","doi":"10.1504/ijcat.1990.062714","title":"Computer–aided design of energy–efficient buildings","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Applications in Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","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":"Concordia University","funders":"","keywords":"ASHRAE 90.1; Architectural engineering; Efficient energy use; Energy (signal processing); Engineering; Building design; Computer science; Reliability engineering; Electrical engineering","score_opus":0.0049645957400862775,"score_gpt":0.19421718106438074,"score_spread":0.18925258532429445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602452095","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032383773,0.00012490661,0.9670805,0.000070369846,0.00014181636,0.000056880886,3.1411807e-7,0.00009575374,0.000045723427],"genre_scores_gemma":[0.63772213,0.00003421499,0.3621407,0.000015218024,0.00006544966,0.000009981565,7.3721554e-7,0.000010285287,0.0000013039626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922127,0.00002400134,0.0004532786,0.000087848326,0.00009358755,0.00012002055],"domain_scores_gemma":[0.99941874,0.00007572995,0.00016939925,0.00021092487,0.00010064663,0.000024591945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022955007,0.000095107156,0.00023348867,0.00063402153,0.0000234445,0.000008102578,0.00036626874,0.00013435613,0.0000017766885],"category_scores_gemma":[0.000003918033,0.0000920862,0.00004260568,0.00060299167,0.00005230514,0.00003822603,0.000045175053,0.00016393336,3.384858e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019646993,0.000046958074,0.00014502586,0.000008769506,0.00001580059,4.3508075e-7,0.000015523188,0.8968178,0.00072208996,0.050964374,0.00012555455,0.051135708],"study_design_scores_gemma":[0.000261809,0.000091310154,0.000103132305,0.000037840284,0.000008647287,0.000036283185,0.000004295628,0.9810817,0.007844972,0.0077352766,0.0027095703,0.00008511448],"about_ca_topic_score_codex":0.0000011040015,"about_ca_topic_score_gemma":3.5252765e-7,"teacher_disagreement_score":0.60533834,"about_ca_system_score_codex":0.000043639528,"about_ca_system_score_gemma":0.000013546632,"threshold_uncertainty_score":0.37551662},"labels":[],"label_agreement":null},{"id":"W2603174655","doi":"","title":"Evaluating subassembly stability using stability directed subgraphs","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Applications in Technology","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Directed graph; Stability (learning theory); Graph; Induced subgraph isomorphism problem; Subgraph isomorphism problem; Graph factorization; Computer science; Mathematics; Combinatorics; Algorithm; Line graph; Graph power; Voltage graph","score_opus":0.025964303551952443,"score_gpt":0.2843261901239256,"score_spread":0.2583618865719732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603174655","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":[0.50312316,0.00006670155,0.49645466,0.000030931333,0.000057103396,0.000099047764,5.357579e-7,0.00012571499,0.00004214442],"genre_scores_gemma":[0.8363429,0.000015434225,0.16355903,0.0000052179153,0.000050197374,0.000013448297,0.0000012530004,0.000012300731,2.1915038e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989719,0.00005496849,0.0005407075,0.00013731376,0.00013375613,0.00016136598],"domain_scores_gemma":[0.99917465,0.00011000234,0.00017288192,0.0002916669,0.00021760949,0.00003318122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075813866,0.00011187647,0.00024702563,0.00041868113,0.000050826136,0.000021787997,0.00028073066,0.00013107923,0.0000118487915],"category_scores_gemma":[0.000045206816,0.00010712556,0.000046091547,0.0006359158,0.000053610078,0.00011018804,0.000042456053,0.0003008693,7.1254766e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117479,0.00021840744,0.05057561,0.00026596003,0.000047186222,8.882839e-7,0.0003084101,0.70975083,0.009955512,0.002062626,0.000017336868,0.22678551],"study_design_scores_gemma":[0.0003170217,0.000068129986,0.00893891,0.000030185716,0.000016664293,0.000014872747,0.000030339439,0.94605625,0.035502493,0.008579198,0.00031039602,0.00013556989],"about_ca_topic_score_codex":0.0000033258223,"about_ca_topic_score_gemma":0.000007655893,"teacher_disagreement_score":0.33321974,"about_ca_system_score_codex":0.00011831272,"about_ca_system_score_gemma":0.000026776857,"threshold_uncertainty_score":0.43684536},"labels":[],"label_agreement":null}]}