{"meta":{"query_hash":"6fedcffb8486","filters":{"venue":"Wintec Research Archive (Waikato Institute of Technology)"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/6fedcffb8486","api":"https://metacan.xera.ac/api/v1/cohort?venue=Wintec+Research+Archive+%28Waikato+Institute+of+Technology%29"},"results":[{"id":"W6985877256","doi":"","title":"A walk in the park","year":2014,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","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":"Moonlight; Recreation; Porch; Quarter (Canadian coin); Settlement (finance); Square (algebra); Alley","score_opus":0.04526552053533942,"score_gpt":0.3210913002488671,"score_spread":0.2758257797135277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6985877256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056495187,0.0016186009,0.0011068775,0.020629777,0.007543226,0.00027838442,0.0014067055,0.0012085557,0.96055835],"genre_scores_gemma":[0.01865236,0.00091223506,0.0013564052,0.008357343,0.00046692867,0.00006061024,0.00059881865,0.00029692816,0.9692984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946076,0.00005078519,0.000010894864,0.00009007631,0.00016707147,0.00022049523],"domain_scores_gemma":[0.99861133,0.000021843198,0.000019876265,0.000053578882,0.0002513824,0.001041942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024361767,0.00058777456,0.00031969819,0.00050103694,0.008434804,0.003662894,0.0008189919,0.0018803083,0.31441635],"category_scores_gemma":[0.00091501814,0.00043565987,0.00032238764,0.0004862999,0.0013195637,0.0027972881,0.005011977,0.0025587913,0.09909214],"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":[0.000008232708,0.000021482538,0.0005127585,0.000038011858,0.0000019383488,0.00029744642,0.00084937824,0.000009870698,0.00017409366,0.002032032,0.9713486,0.024706235],"study_design_scores_gemma":[0.0000021805934,0.000008422646,0.00077677425,0.00002861083,0.0000010106446,0.00010136216,0.0010224283,0.000008113679,0.000022970467,0.00017187498,0.9978509,0.000005398009],"about_ca_topic_score_codex":0.09088703,"about_ca_topic_score_gemma":0.49370322,"teacher_disagreement_score":0.31441635,"about_ca_system_score_codex":0.0024675908,"about_ca_system_score_gemma":0.00489553,"threshold_uncertainty_score":0.9779019},"labels":[],"label_agreement":null},{"id":"W6995688846","doi":"","title":"Piano and Eggs (3 &amp; 5)","year":2016,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"","field":"","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":"Piano; Musical; The arts; Popular music; Craft; Performance art; Quarter (Canadian coin); Morning","score_opus":0.043907381359244636,"score_gpt":0.37961317228868363,"score_spread":0.335705790929439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995688846","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005381313,0.0006455621,0.00058414944,0.0007951746,0.0028894187,0.000089890644,0.00048768288,0.00093623996,0.99303377],"genre_scores_gemma":[0.0011447059,0.00020451273,0.00019288638,0.00031760975,0.00022483639,0.000016508213,0.00015253258,0.00015485575,0.9975915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994498,0.0000305743,0.000023554494,0.00009351802,0.00029972952,0.00010279197],"domain_scores_gemma":[0.9994259,0.000034038105,0.00002358333,0.000065675275,0.00021046914,0.00024034794],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046210465,0.0010137178,0.00034752168,0.0013223976,0.0021180382,0.004286085,0.00084210455,0.0017611671,0.78170913],"category_scores_gemma":[0.0011004484,0.00054646446,0.0006209216,0.0007264481,0.0005247921,0.0021366533,0.0030613407,0.0015887188,0.60136104],"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":[0.000051054518,0.000036299425,0.00017584211,0.000077739336,0.0000020482642,0.00014158027,0.00007152326,0.000030281388,0.0006736344,0.0033104192,0.87454486,0.120884724],"study_design_scores_gemma":[0.000004118258,0.000021849417,0.00042635188,0.000032149415,7.2536307e-7,0.000088166686,0.00003882334,0.000023153905,0.000115268595,0.00025115273,0.99899477,0.000003463168],"about_ca_topic_score_codex":0.0042113205,"about_ca_topic_score_gemma":0.0157668,"teacher_disagreement_score":0.21829087,"about_ca_system_score_codex":0.00067869,"about_ca_system_score_gemma":0.00082676916,"threshold_uncertainty_score":0.31136543},"labels":[],"label_agreement":null},{"id":"W7004541728","doi":"","title":"Evolver","year":2013,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"Diverse Scientific and Economic 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":"AKA; Cover (algebra); Reprise; Quarter (Canadian coin); Performance art","score_opus":0.06465661959832475,"score_gpt":0.27535304062338134,"score_spread":0.2106964210250566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004541728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032004432,0.00026466194,0.0035066775,0.00074897596,0.0010820606,0.00008134861,0.011448895,0.0157176,0.9668297],"genre_scores_gemma":[0.0014923546,0.00020324563,0.0014924756,0.00048468885,0.00018166093,0.000049598257,0.010398487,0.008419446,0.97727805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935764,0.00006372714,0.000030542345,0.0001260769,0.0003430294,0.000079091194],"domain_scores_gemma":[0.99860805,0.00013771815,0.00004689012,0.00038699925,0.00049221877,0.00032814397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006969307,0.0009249124,0.0005505636,0.0015533069,0.0012787703,0.0054036984,0.001618663,0.0014815961,0.831389],"category_scores_gemma":[0.0032020754,0.0005028165,0.0006545294,0.0015893355,0.0004234389,0.0041713417,0.0038629689,0.0014668133,0.82150954],"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":[0.00002122691,0.000013340488,0.00007036325,0.00005746371,0.0000017631667,0.00002515189,0.000035949513,0.000046906152,0.00028478482,0.0025228963,0.95217746,0.044742778],"study_design_scores_gemma":[0.0000031992413,0.0000030294718,0.00012483899,0.000016202617,8.0409086e-7,0.000031761178,0.000019534398,0.000052452142,0.0001441391,0.00046681098,0.99913317,0.0000040364366],"about_ca_topic_score_codex":0.0044342116,"about_ca_topic_score_gemma":0.008855998,"teacher_disagreement_score":0.16861099,"about_ca_system_score_codex":0.0010256915,"about_ca_system_score_gemma":0.0009206828,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7018168904","doi":"","title":"From colonization to globalization: Continuities in colonial ‘commonsense’&#13;\\n","year":2009,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"","field":"","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":"Oppression; Colonialism; Indigenous; Capitalism; Politics; Ideology; Poverty; Context (archaeology); Theme (computing)","score_opus":0.026143789047196542,"score_gpt":0.33361777172708246,"score_spread":0.3074739826798859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018168904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61197644,0.019262569,0.0012075722,0.07627248,0.00060504995,0.00002034195,0.000066588735,0.00003575309,0.2905533],"genre_scores_gemma":[0.98585564,0.005005231,0.00019580478,0.0035771441,0.00022934683,0.00001881391,0.000019777524,0.000028772776,0.0050694263],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99870765,0.00061740924,0.000023059514,0.00014455461,0.0001776259,0.00032967265],"domain_scores_gemma":[0.9984067,0.00073692866,0.0003188089,0.00012674378,0.00011325907,0.0002975017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012239534,0.00023922841,0.00025100485,0.0008678367,0.011873462,0.009025524,0.0006427409,0.0016330322,0.0038495956],"category_scores_gemma":[0.0032612975,0.00021217446,0.0001841568,0.001706507,0.029654108,0.00873118,0.0078003993,0.0039525605,0.00018981204],"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":[0.000018496337,0.000020719717,0.003385932,0.00007488589,0.0000041840467,0.0007665335,0.7599666,0.000041830597,0.0002502701,0.21558961,0.008469747,0.011411218],"study_design_scores_gemma":[0.0000061651976,0.00003278785,0.02243189,0.0005155246,0.000009246642,0.001205259,0.5964457,0.00012619807,0.00024732004,0.059577674,0.31935826,0.000044017404],"about_ca_topic_score_codex":0.010752566,"about_ca_topic_score_gemma":0.017464964,"teacher_disagreement_score":0.011873462,"about_ca_system_score_codex":0.0040602996,"about_ca_system_score_gemma":0.0019977097,"threshold_uncertainty_score":0.029459655},"labels":[],"label_agreement":null},{"id":"W7043505658","doi":"","title":"Stick To Your Gun - 3rd annual Toronto International Spring of Horror &amp; Fantasy Film Festival 2017","year":2016,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"","field":"","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":"Fantasy; Spring (device); Film festival; Action (physics); Performance art; Feature film","score_opus":0.054172775139058486,"score_gpt":0.3960980079452686,"score_spread":0.3419252328062101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043505658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045813923,0.0014631889,0.00062827533,0.0062639434,0.007110234,0.00006730938,0.0030082646,0.0006515595,0.97622585],"genre_scores_gemma":[0.01472573,0.00061435375,0.00033284133,0.0004095461,0.00028086232,0.000023923163,0.0012816912,0.00040864604,0.9819224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977857,0.000020264655,0.0000038453077,0.000027062542,0.00008985893,0.00008042636],"domain_scores_gemma":[0.99963665,0.000014415281,0.000009750966,0.000024765068,0.00010615725,0.00020822394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036332276,0.0008319368,0.0003050245,0.00062650285,0.004942019,0.004123857,0.00061439234,0.0008301724,0.33971107],"category_scores_gemma":[0.00073296594,0.0002988492,0.00027901452,0.0004921741,0.00099779,0.0013674436,0.0033199985,0.0020403187,0.06806848],"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":[0.000027023832,0.000009834165,0.00019057366,0.00003764274,0.0000026588293,0.00010341093,0.0010100448,0.000020963513,0.0002968343,0.002867211,0.9852835,0.010150338],"study_design_scores_gemma":[0.0000025958593,0.000005458574,0.00076993316,0.000047994443,0.0000013389447,0.000033321307,0.0015804498,0.000023668375,0.00015805764,0.00021119408,0.9971615,0.000004429383],"about_ca_topic_score_codex":0.0873303,"about_ca_topic_score_gemma":0.5051255,"teacher_disagreement_score":0.33971107,"about_ca_system_score_codex":0.0034046713,"about_ca_system_score_gemma":0.0019204096,"threshold_uncertainty_score":0.94182205},"labels":[],"label_agreement":null},{"id":"W7065834502","doi":"","title":"Evaluation of supply chain management&#13;\\n&#13;\\n&#13;\\n&#13;\\n&#13;\\n&#13;\\n&#13;\\n&#13;\\n","year":2017,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"Magnetic confinement fusion 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":"Supply chain; Product (mathematics); Indigenous; Quarter (Canadian coin); Human resources; Supply chain management; Supply chain risk management; Business continuity; Resource (disambiguation); Chain (unit); Organizational chart","score_opus":0.03342560143606914,"score_gpt":0.3312625885241367,"score_spread":0.29783698708806755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065834502","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70182043,0.004990013,0.058576953,0.0065146466,0.00048484752,0.005349922,0.0023053414,0.0012355124,0.21872239],"genre_scores_gemma":[0.9384209,0.0020360313,0.036793996,0.000232061,0.00003948723,0.0005738735,0.0017447367,0.000101945945,0.02005696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97759354,0.011117193,0.0009847595,0.0006574991,0.008773593,0.00087347266],"domain_scores_gemma":[0.9620632,0.010397572,0.0025744643,0.001549467,0.020970844,0.0024444596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018498046,0.00052459934,0.00045584462,0.0033654673,0.0017260384,0.0062245685,0.0011020383,0.0006682115,0.010037689],"category_scores_gemma":[0.021816343,0.000221739,0.00038984147,0.0045220307,0.00087954174,0.0034671184,0.0017697386,0.0005766442,0.0015834144],"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":[0.0019237811,0.001934898,0.06605337,0.0022935895,0.00019408987,0.0002928228,0.004895754,0.023145555,0.0057352623,0.018482324,0.026353294,0.84869516],"study_design_scores_gemma":[0.0005576127,0.018874574,0.23711309,0.006353851,0.00060680177,0.0004940252,0.11232993,0.24357611,0.047436107,0.031017313,0.3011412,0.0004993967],"about_ca_topic_score_codex":0.015765948,"about_ca_topic_score_gemma":0.015888272,"teacher_disagreement_score":0.018498046,"about_ca_system_score_codex":0.009148051,"about_ca_system_score_gemma":0.007850167,"threshold_uncertainty_score":0.09782821},"labels":[],"label_agreement":null},{"id":"W7069868412","doi":"","title":"Mum's Kitchen","year":2019,"lang":"en","type":"other","venue":"Wintec Research Archive (Waikato Institute of Technology)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Musical; Meteor (satellite); Work (physics); Performance art","score_opus":0.16045199490457113,"score_gpt":0.35725464314940764,"score_spread":0.1968026482448365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069868412","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043846746,0.00077213516,0.001265495,0.0049893437,0.0073844544,0.00009627557,0.001101802,0.0010501543,0.97895575],"genre_scores_gemma":[0.009865506,0.00022468547,0.0004166689,0.00082883664,0.0002059829,0.000022464099,0.00027312903,0.00028972933,0.9878731],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965906,0.000047673297,0.0000069547086,0.000060202656,0.000120531055,0.00010570511],"domain_scores_gemma":[0.999537,0.00003113221,0.000011158143,0.000043237473,0.0001139875,0.0002634187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038902767,0.00089615554,0.00038353924,0.0006393154,0.005881838,0.0032608402,0.000883133,0.0012394772,0.49825332],"category_scores_gemma":[0.001218979,0.00034608928,0.0004147615,0.00039834387,0.00091281236,0.0025292074,0.004736998,0.0027092102,0.21840115],"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":[0.00006338261,0.000030231336,0.0002807392,0.00007721417,0.0000029157418,0.0003570347,0.0024944716,0.00003398475,0.00070826156,0.0067494037,0.94947726,0.039725136],"study_design_scores_gemma":[0.0000020246744,0.000012167722,0.00041890665,0.000031288797,8.862888e-7,0.00017806588,0.0017549702,0.000019284116,0.00010930219,0.00022096923,0.99724686,0.000005361081],"about_ca_topic_score_codex":0.006872791,"about_ca_topic_score_gemma":0.028161848,"teacher_disagreement_score":0.49825332,"about_ca_system_score_codex":0.000992493,"about_ca_system_score_gemma":0.0007560916,"threshold_uncertainty_score":0.7156807},"labels":[],"label_agreement":null}]}