{"meta":{"query_hash":"714363abf8a2","filters":{"venue":"Unitec Research Bank (Unitec Institute of 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/714363abf8a2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Unitec+Research+Bank+%28Unitec+Institute+of+Technology%29"},"results":[{"id":"W2281027237","doi":"","title":"Compacting suburbia: The case for moving buildings","year":2010,"lang":"en","type":"article","venue":"Unitec Research Bank (Unitec Institute of Technology)","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","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":"Yard; Value (mathematics); Quarter (Canadian coin); Architectural engineering; Argument (complex analysis); Geography; Engineering; Archaeology","score_opus":0.09108963481218664,"score_gpt":0.31985430864254566,"score_spread":0.22876467383035903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281027237","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":[0.97319937,0.0005725759,0.0010333773,0.007983854,0.00067241397,0.0006475747,0.00012177931,0.00012827195,0.015640756],"genre_scores_gemma":[0.99482703,0.00017193495,0.0035548306,0.00007153698,0.00020393504,0.00012847241,0.000009482441,0.000031486892,0.0010013107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816054,0.000016780634,0.0006012261,0.0004221492,0.00006123554,0.00073808205],"domain_scores_gemma":[0.9983125,0.0003204496,0.00031194082,0.00066527637,0.00030643374,0.00008339657],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028548804,0.00018852585,0.00049160473,0.0016067993,0.0016365792,0.0000989801,0.0008817779,0.00036425568,0.00008162921],"category_scores_gemma":[0.002036263,0.00017607998,0.00014870228,0.0015922734,0.0015813995,0.00033485587,0.00041949528,0.0013518891,0.00006452423],"study_design_candidate":"theoretical_or_conceptual","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":[0.000020332409,0.00006740305,0.008359768,0.000054934106,0.00010761506,0.000052452844,0.00051794894,0.0000181348,0.00048301788,0.9741365,0.0019005351,0.014281412],"study_design_scores_gemma":[0.0008427893,0.00016185807,0.0004564291,0.000033234697,0.000011055615,0.00016604183,0.0031110938,0.0011805287,0.0007905379,0.19610637,0.7968237,0.0003163832],"about_ca_topic_score_codex":0.003010154,"about_ca_topic_score_gemma":0.0021092105,"teacher_disagreement_score":0.7949231,"about_ca_system_score_codex":0.000105726154,"about_ca_system_score_gemma":0.00006594875,"threshold_uncertainty_score":0.9996632},"labels":[],"label_agreement":null},{"id":"W6995551121","doi":"","title":"One size does not fit all : organizational diversity in New Zealand tertiary sector ethics committees","year":2016,"lang":"en","type":"other","venue":"Unitec Research Bank (Unitec Institute of Technology)","topic":"Physical Activity and Health","field":"Medicine","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":"Research ethics; Autonomy; Diversity (politics); Ethics committee; Christian ministry; Information ethics; Conflict of interest","score_opus":0.1376412313701085,"score_gpt":0.3800392725659152,"score_spread":0.24239804119580668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995551121","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3438262,0.0008741708,0.00046248492,0.43944678,0.0012059644,0.0066527664,0.0021800436,0.00273779,0.2026138],"genre_scores_gemma":[0.2927948,0.0035213067,0.0040666847,0.0015108148,0.00093819463,0.00003694522,0.00028757035,0.00042006257,0.69642365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657667,0.0002098304,0.00041088014,0.0006312657,0.001336793,0.00083456584],"domain_scores_gemma":[0.99710363,0.00073711696,0.0002434562,0.0010268643,0.0005608521,0.00032806376],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00095903425,0.00038009285,0.0010016487,0.0044411444,0.0002971714,0.000019953904,0.0010178434,0.0020230738,0.0024873328],"category_scores_gemma":[0.0029973628,0.0002970409,0.00010474505,0.0024810012,0.0019973684,0.00018060196,0.001624263,0.0047360994,0.00017064712],"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":[0.0023319467,0.011537596,0.08414602,0.007878742,0.0025476995,0.0012096985,0.002832275,0.000003350715,0.0549898,0.18767914,0.5921719,0.05267185],"study_design_scores_gemma":[0.0033652068,0.00066361966,0.0065498822,0.0034785627,0.00008812281,0.000017290187,0.00008386415,0.000008635528,0.0049082665,0.018513773,0.9618422,0.00048061268],"about_ca_topic_score_codex":0.0065333038,"about_ca_topic_score_gemma":0.010435352,"teacher_disagreement_score":0.49380982,"about_ca_system_score_codex":0.00039529853,"about_ca_system_score_gemma":0.0020699385,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W7017409348","doi":"","title":"Bazaar model: Engaging community identity","year":2021,"lang":"en","type":"dissertation","venue":"Unitec Research Bank (Unitec Institute of Technology)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","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":"Bazaar; Identity (music); Openness to experience; Islam; Public space; Position (finance); Cultural identity; Local community","score_opus":0.12628140590903184,"score_gpt":0.37006189607217793,"score_spread":0.2437804901631461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017409348","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":[0.78800625,0.0025444082,0.000064082284,0.0009222461,0.00094134297,0.00068238843,0.00018294429,0.00053839583,0.20611797],"genre_scores_gemma":[0.9329194,0.00078334135,0.001265248,0.00015894968,0.00033615506,0.00019515009,0.0026561792,0.00010587557,0.06157972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958418,0.00048911944,0.0008113504,0.00058607134,0.0013172546,0.00095438433],"domain_scores_gemma":[0.9944917,0.00018111443,0.0003948023,0.0015635573,0.0032215442,0.00014727228],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0018825782,0.00058223377,0.00087951776,0.00441002,0.0039482494,0.0004298369,0.0027940574,0.00089117093,0.0009039514],"category_scores_gemma":[0.0012369117,0.00053167646,0.0003149772,0.0019344637,0.0031692826,0.0012756578,0.00073816587,0.0078217685,0.00008594678],"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":[0.000095600844,0.00040118312,0.000026288959,0.001264124,0.00038892648,0.00010291174,0.04497948,0.00027561552,0.0052891728,0.90727305,0.003584187,0.036319464],"study_design_scores_gemma":[0.00062946626,0.0004375784,0.000040794774,0.0024696668,0.00018883262,0.000023278644,0.18031776,0.0005020925,0.010987412,0.19048576,0.61273587,0.0011814921],"about_ca_topic_score_codex":0.003764867,"about_ca_topic_score_gemma":0.062761396,"teacher_disagreement_score":0.7167873,"about_ca_system_score_codex":0.00016355289,"about_ca_system_score_gemma":0.0006794451,"threshold_uncertainty_score":0.9997135},"labels":[],"label_agreement":null},{"id":"W7047023400","doi":"","title":"Enigmatic assemblages: Follies at the intersection of architecture and photography","year":2022,"lang":"en","type":"article","venue":"Unitec Research Bank (Unitec Institute of Technology)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","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":"Architecture; Photography; Intersection (aeronautics); Articulation (sociology); Narrative; Contradiction","score_opus":0.018969180968313445,"score_gpt":0.29548070381971153,"score_spread":0.2765115228513981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047023400","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":[0.9853948,0.00017380204,0.0081528975,0.0011203317,0.00007844599,0.0006519777,0.00010005526,0.000047000027,0.0042807306],"genre_scores_gemma":[0.99801713,0.000009146991,0.0008583959,0.00000791138,0.000047609872,0.0002877949,0.000050698727,0.000021245154,0.00070005405],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976619,0.00026592938,0.00035803203,0.0003655718,0.0007706319,0.0005779659],"domain_scores_gemma":[0.9984411,0.000278342,0.00018291264,0.0007203865,0.00029019994,0.00008707573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009682296,0.00020637004,0.00034459436,0.001736107,0.0011106166,0.000032084874,0.0009485155,0.000075985175,0.00044834733],"category_scores_gemma":[0.00009754729,0.00016435528,0.00016565037,0.0037517657,0.0026604945,0.0001504293,0.001896341,0.0017290551,0.0000066805924],"study_design_candidate":"design_other","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":[0.00041864737,0.00085311965,0.016415251,0.00014505118,0.00061028416,0.000014592747,0.0015186695,0.0011273097,0.10861087,0.25550005,0.0010435199,0.61374265],"study_design_scores_gemma":[0.004405114,0.005689913,0.004941585,0.0005216975,0.0001827241,0.000046590314,0.06158366,0.00276456,0.4504606,0.1703326,0.2978446,0.0012263424],"about_ca_topic_score_codex":0.00056128344,"about_ca_topic_score_gemma":0.00005085996,"teacher_disagreement_score":0.6125163,"about_ca_system_score_codex":0.000089492154,"about_ca_system_score_gemma":0.00018145345,"threshold_uncertainty_score":0.9802703},"labels":[],"label_agreement":null},{"id":"W7052144466","doi":"","title":"Regenerating social space to support the elderly : create an age-friendly, sociable and supportive housing environment for the ageing population","year":2021,"lang":"en","type":"dissertation","venue":"Unitec Research Bank (Unitec Institute of Technology)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","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":"Loneliness; Social isolation; Population ageing; Life expectancy; Population; Isolation (microbiology); Aging in place; Quarter (Canadian coin)","score_opus":0.04077100639861799,"score_gpt":0.31277821890666,"score_spread":0.27200721250804205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052144466","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":[0.98474324,0.0011382083,0.004427233,0.003494793,0.00023194074,0.002551189,0.00012484599,0.000301287,0.0029872698],"genre_scores_gemma":[0.98400205,0.0005556657,0.008521454,0.000029683328,0.00023747233,0.0010730564,0.0012982762,0.000118682925,0.004163648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792844,0.000066042,0.00045357266,0.00044937406,0.000468489,0.0006340987],"domain_scores_gemma":[0.99869245,0.00014328804,0.0001227464,0.000633089,0.00031755908,0.000090834925],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009061467,0.00030289296,0.00037036795,0.0006830431,0.0017370266,0.00019977691,0.00062779343,0.00051944994,0.000061388506],"category_scores_gemma":[0.0003332773,0.00023600411,0.000091794,0.0012087447,0.0004434589,0.00020604327,0.00019865729,0.0011453341,0.0000046813716],"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":[0.00009367596,0.00013624175,0.000039021095,0.0008681652,0.00031902193,0.00005385753,0.0038879714,0.01393277,0.029221432,0.13279822,0.0023049167,0.8163447],"study_design_scores_gemma":[0.0015521395,0.0033233296,0.00227068,0.00095190987,0.00066598994,0.000032823984,0.06770163,0.03778313,0.037368406,0.0094419755,0.83667785,0.0022301197],"about_ca_topic_score_codex":0.00067166466,"about_ca_topic_score_gemma":0.0018858697,"teacher_disagreement_score":0.83437294,"about_ca_system_score_codex":0.0001720504,"about_ca_system_score_gemma":0.000110468194,"threshold_uncertainty_score":0.99956256},"labels":[],"label_agreement":null},{"id":"W807226109","doi":"","title":"HR practitioners’ contribution to business excellence: results spanning a quarter of a century in New Zealand","year":2013,"lang":"en","type":"article","venue":"Unitec Research Bank (Unitec Institute of Technology)","topic":"Regional Development and Management Studies","field":"Economics, Econometrics and Finance","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":"Quarter (Canadian coin); Excellence; Management; Political science; History; Economics; Archaeology; Law","score_opus":0.048934706363447475,"score_gpt":0.280561834886454,"score_spread":0.2316271285230065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W807226109","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":[0.92670065,0.00086392596,0.001688592,0.049241703,0.0003710483,0.0016919805,0.00006360455,0.000099056066,0.019279467],"genre_scores_gemma":[0.9913124,0.001496234,0.003131132,0.000057645302,0.000036602996,0.000116325806,0.00007195305,0.000014148518,0.0037635977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980537,0.000025210153,0.0007882271,0.0004247951,0.00018128977,0.0005267383],"domain_scores_gemma":[0.9983613,0.000077125085,0.0003367018,0.000451067,0.00069082336,0.00008297168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011555842,0.00016908538,0.00045749638,0.0059701395,0.00014968062,0.000041777268,0.00052283605,0.00021575998,0.000077931305],"category_scores_gemma":[0.0016380048,0.00018319712,0.00004830279,0.005575983,0.00040118245,0.00062176853,0.00038733328,0.00041454367,0.00022179623],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003040117,0.00044808,0.03953644,0.00018312506,0.00018342257,0.000035393772,0.0014167546,0.00022895835,0.0010777654,0.88469625,0.062890135,0.008999668],"study_design_scores_gemma":[0.0025284274,0.00030387632,0.12296872,0.0005270265,0.0000057912166,0.0000041080307,0.0014982079,0.00015751121,0.00043589374,0.08043938,0.79076195,0.00036911812],"about_ca_topic_score_codex":0.0032846637,"about_ca_topic_score_gemma":0.00022764655,"teacher_disagreement_score":0.80425686,"about_ca_system_score_codex":0.00015587485,"about_ca_system_score_gemma":0.00011543731,"threshold_uncertainty_score":0.7470561},"labels":[],"label_agreement":null}]}