{"meta":{"query_hash":"75f7be6d948f","filters":{"venue":"APT Québec City 2014"},"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/75f7be6d948f","api":"https://metacan.xera.ac/api/v1/cohort?venue=APT+Qu%C3%A9bec+City+2014"},"results":[{"id":"W2548425786","doi":"","title":"Historic Conservation District Study of Toronto's Birth Place: St Lawrence Neighbourhood","year":2014,"lang":"en","type":"article","venue":"APT Québec City 2014","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Geography; Sociology","score_opus":0.02024371926141589,"score_gpt":0.25897687086904103,"score_spread":0.23873315160762515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548425786","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":[0.9605052,0.0022525864,0.00016887701,0.004987893,0.00083956355,0.00036783758,0.000010162829,0.00012949824,0.03073841],"genre_scores_gemma":[0.98928165,0.0001619959,0.000032721295,0.0002690013,0.0001909033,0.000024224239,0.000002251208,0.0000051772413,0.010032101],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860483,0.00028723324,0.0002566173,0.00025101996,0.00035363936,0.0002466704],"domain_scores_gemma":[0.9989662,0.0003976531,0.00017545967,0.00018905777,0.00016640255,0.0001051869],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040197905,0.00012479165,0.0002755762,0.000015007709,0.00066316343,0.000008487331,0.00028784663,0.0000690973,0.0010478025],"category_scores_gemma":[0.0006614144,0.00009999686,0.00005794845,0.00012816217,0.0004354692,0.00016882726,0.00008506081,0.00009983691,0.000039160448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008292354,0.0010435795,0.56210214,0.000031192,0.00010771891,0.0000025889158,0.144727,0.0000058140704,0.00008095131,0.016338991,0.25258696,0.022890154],"study_design_scores_gemma":[0.000332474,0.00039374607,0.2067686,0.0000059705862,0.000031179392,2.6859914e-7,0.005544055,0.00002238968,0.0000035408625,0.00017432845,0.78655404,0.00016939186],"about_ca_topic_score_codex":0.82608724,"about_ca_topic_score_gemma":0.944398,"teacher_disagreement_score":0.5339671,"about_ca_system_score_codex":0.0005552018,"about_ca_system_score_gemma":0.00014005465,"threshold_uncertainty_score":0.99986535},"labels":[],"label_agreement":null},{"id":"W2552908042","doi":"","title":"Can We Use Heritage Conservation Districts to Make Historic Ottawa Neighbourhoods More Sustainable and Resilient","year":2014,"lang":"en","type":"article","venue":"APT Québec City 2014","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Geography; Sustainability; Environmental resource management; Environmental science","score_opus":0.03835809040110594,"score_gpt":0.21617698596217674,"score_spread":0.1778188955610708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552908042","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":[0.88933384,0.00027314338,0.00025080607,0.045845687,0.00041284956,0.0008157439,0.00003289547,0.00022709493,0.062807955],"genre_scores_gemma":[0.7545061,0.000018097813,0.00006389102,0.0017053179,0.00024216001,0.000031032858,0.00005230603,0.000015741578,0.24336535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989094,0.000066775254,0.00023771614,0.00028664627,0.00020375499,0.00029568476],"domain_scores_gemma":[0.99918205,0.00014373519,0.000097373144,0.00028355955,0.00017116529,0.00012212542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022797308,0.00018152459,0.00018372816,0.00008787164,0.00045163423,0.00041150386,0.00014770974,0.000043935666,0.0008000964],"category_scores_gemma":[0.0002331482,0.00016084765,0.000045831835,0.000072173,0.00009552546,0.00040233968,0.00012510094,0.00009789392,0.000060312665],"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":[0.000046597528,0.000056777953,0.023379782,0.00018423508,0.000027841912,0.000007033984,0.020546433,0.000011623265,0.000048604925,0.32935053,0.6222131,0.0041274168],"study_design_scores_gemma":[0.00020681928,0.000097595905,0.02667638,0.00002165074,0.000027088054,5.410814e-7,0.0024570369,0.00029517568,0.000008812588,0.0009103255,0.9690696,0.00022898085],"about_ca_topic_score_codex":0.17428276,"about_ca_topic_score_gemma":0.4877377,"teacher_disagreement_score":0.34685647,"about_ca_system_score_codex":0.0002006253,"about_ca_system_score_gemma":0.000032903754,"threshold_uncertainty_score":0.87604946},"labels":[],"label_agreement":null},{"id":"W2556349538","doi":"","title":"Preserving Mcgill University's Downtown Campus","year":2014,"lang":"en","type":"article","venue":"APT Québec City 2014","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Geography; Archaeology","score_opus":0.01160175501110697,"score_gpt":0.2408425388451492,"score_spread":0.22924078383404223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556349538","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":[0.31761062,0.00006354867,0.0026622708,0.011666415,0.00027537977,0.00017828903,0.000094247815,0.00026931422,0.66717994],"genre_scores_gemma":[0.97659826,0.00004866945,0.000280832,0.00027956042,0.00018073154,5.03804e-7,0.0000063459497,0.0000062206805,0.02259885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885,0.00026169818,0.00010363134,0.00024243958,0.0002521205,0.0002901035],"domain_scores_gemma":[0.99904644,0.00036641292,0.000078050674,0.00030398546,0.00004676805,0.00015832584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007373197,0.000082649545,0.00014649266,0.00007103544,0.00094951264,0.000040527622,0.00055435335,0.000047005593,0.001504616],"category_scores_gemma":[0.0005120779,0.000082558065,0.00009438979,0.00016660464,0.00013771681,0.00024422258,0.00019837158,0.000107500215,0.00024714594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031833177,0.00021655697,0.113022536,0.000042368363,0.00021502978,0.000019928504,0.0135468235,0.00013167359,0.00091564085,0.19526887,0.23610608,0.44048265],"study_design_scores_gemma":[0.000076864955,0.00000990547,0.008806269,0.000012081663,0.000026389056,2.2080542e-7,0.0007356646,0.0003715178,0.000018667553,0.00047482096,0.98933965,0.000127974],"about_ca_topic_score_codex":0.5911962,"about_ca_topic_score_gemma":0.799695,"teacher_disagreement_score":0.75323355,"about_ca_system_score_codex":0.00012657205,"about_ca_system_score_gemma":0.000110664136,"threshold_uncertainty_score":0.9994081},"labels":[],"label_agreement":null},{"id":"W2556715138","doi":"","title":"Getting It Right: The Challenge Selecting Compatible Mortars for the Repair of Historic Buildings in Canada","year":2014,"lang":"en","type":"article","venue":"APT Québec City 2014","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Forensic engineering; Mortar; Engineering; Construction engineering; Civil engineering; Geography; Archaeology","score_opus":0.015581790568560037,"score_gpt":0.1918254182982453,"score_spread":0.17624362772968524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556715138","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":[0.9945588,0.00041433854,0.00019936335,0.003630792,0.00031325922,0.00019278217,0.000009040861,0.000017663902,0.00066392997],"genre_scores_gemma":[0.9990159,0.000019024661,0.00021977334,0.00056618213,0.00010555905,0.0000045897573,0.000005123309,0.0000032989578,0.000060511193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915475,0.00007004272,0.000264417,0.00015723809,0.00015481893,0.00019871937],"domain_scores_gemma":[0.998358,0.0011976121,0.00018104711,0.00019086372,0.00004573384,0.000026723472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097169523,0.000087170294,0.00015324741,0.000022635346,0.00025773825,0.000017825976,0.00023392081,0.000026771922,0.0002627516],"category_scores_gemma":[0.00021055985,0.00005181643,0.00004131781,0.000096115844,0.000034849418,0.00006536658,0.000010147171,0.00008914167,0.0000030538667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021196034,0.000007010521,0.9759707,0.000054466,0.00001984716,4.1737871e-7,0.000526198,0.0033631276,0.00013996361,0.00034304964,0.0117182005,0.007835841],"study_design_scores_gemma":[0.00020085306,0.00007627248,0.740113,0.000048798713,0.000028682904,0.0000024697424,0.00030502593,0.124952085,0.00033002227,0.0004581451,0.13330427,0.00018035201],"about_ca_topic_score_codex":0.9974956,"about_ca_topic_score_gemma":0.99912626,"teacher_disagreement_score":0.23585767,"about_ca_system_score_codex":0.000049558083,"about_ca_system_score_gemma":0.00036369794,"threshold_uncertainty_score":0.28769457},"labels":[],"label_agreement":null},{"id":"W2601595731","doi":"","title":"Une deuxième vie pour le manège militaire de la Grande-Allée De Québec : Le projet de reconstruction et la conservation des vestiges","year":2014,"lang":"fr","type":"article","venue":"APT Québec City 2014","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Geography","score_opus":0.01272550014639299,"score_gpt":0.2412103302634072,"score_spread":0.22848483011701423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601595731","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":[0.8755547,0.0030196498,0.0029622181,0.06838537,0.00032166054,0.00022446341,0.000027378099,0.00011964399,0.049384937],"genre_scores_gemma":[0.9689714,0.0008593686,0.0023520568,0.0013023023,0.00034266064,0.00003719275,0.0000072887037,0.000033928583,0.026093852],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656373,0.0019923712,0.00031476963,0.0003511014,0.00021299064,0.00056503003],"domain_scores_gemma":[0.9980672,0.0009951378,0.00019425977,0.00024562518,0.00012963841,0.00036816395],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0029004067,0.00020332134,0.0002865517,0.00019230258,0.001813457,0.0003217262,0.0002961552,0.00039797538,0.00024274563],"category_scores_gemma":[0.001168629,0.00028689278,0.00016560683,0.00028525823,0.0044590444,0.00055961154,0.00003854886,0.0003938532,0.00013334345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000871398,0.00041290224,0.31089532,0.0004590223,0.00013737491,0.000031014224,0.069949426,0.00013933062,0.001331363,0.20011127,0.1739556,0.24249022],"study_design_scores_gemma":[0.0005182619,0.00005227388,0.15480427,0.00018572404,0.00008016815,0.000095641786,0.003167945,0.0004242896,0.000056528745,0.03262177,0.8076564,0.00033671153],"about_ca_topic_score_codex":0.99926317,"about_ca_topic_score_gemma":0.9998253,"teacher_disagreement_score":0.6337008,"about_ca_system_score_codex":0.0027509546,"about_ca_system_score_gemma":0.023415977,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W2617365880","doi":"","title":"New Technology Applied to Old World Craftsmanship: Replication of the 1912 Alberta Legislature Dome","year":2014,"lang":"en","type":"article","venue":"APT Québec City 2014","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dome (geology); Replication (statistics); Legislature; Political science; Law; Geology; Paleontology; Medicine","score_opus":0.01520878652560982,"score_gpt":0.2115972613940733,"score_spread":0.1963884748684635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617365880","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":[0.22292396,0.0005033264,0.0062396224,0.079878,0.0018052092,0.0024758996,0.00006205253,0.00068516156,0.6854268],"genre_scores_gemma":[0.8304181,0.0000023930752,0.00019032981,0.001695688,0.00054888224,0.000039381168,0.0000045070337,0.000024776313,0.16707593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987358,0.000033764085,0.00032251596,0.0004340352,0.00020206814,0.0002718399],"domain_scores_gemma":[0.997931,0.0002519607,0.00018013842,0.0014598168,0.00008425235,0.00009284854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025668903,0.00019869403,0.00029330398,0.00018816594,0.00025324008,0.000060127157,0.00059052533,0.00010990347,0.0017778714],"category_scores_gemma":[0.00019124319,0.0001439304,0.000115136936,0.00016129359,0.00022605734,0.0000776694,0.00012302997,0.00025646426,0.0004843491],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038674058,0.00004493091,0.0014592679,0.00001997794,0.000025755075,1.19206945e-7,0.008667872,0.000008716081,0.0009513654,0.6124459,0.3622487,0.014088773],"study_design_scores_gemma":[0.00023507058,0.00004938134,0.0020080549,0.000027573602,0.000033083972,0.0000013519672,0.00025726677,0.000014444532,0.0012940757,0.009826601,0.98605585,0.000197256],"about_ca_topic_score_codex":0.06295183,"about_ca_topic_score_gemma":0.62583506,"teacher_disagreement_score":0.62380713,"about_ca_system_score_codex":0.000049799237,"about_ca_system_score_gemma":0.00010535324,"threshold_uncertainty_score":0.99913466},"labels":[],"label_agreement":null}]}