{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"75f7be6d948f","filters":{"venue":"APT Québec City 2014"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Architectural engineering; Forensic engineering; Mortar; Engineering; Construction engineering; Civil engineering; Geography; Archaeology","authors":[{"name":"Ken Trischuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01558179056856004,"gpt":0.1918254182982453,"spread":0.1762436277296852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009716952,0.00008717029,0.0001532474,0.00002263535,0.0002577383,0.00001782598,0.0002339208,0.00002677192,0.0002627516],"category_scores_gemma":[0.0002105599,0.00005181643,0.00004131781,0.00009611584,0.00003484942,0.00006536658,0.00001014717,0.00008914167,0.000003053867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004955808,"about_ca_system_score_gemma":0.0003636979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974956,"about_ca_topic_score_gemma":0.9991263,"domain_scores_codex":[0.9991547,0.00007004272,0.000264417,0.0001572381,0.0001548189,0.0001987194],"domain_scores_gemma":[0.998358,0.001197612,0.0001810471,0.0001908637,0.00004573384,0.00002672347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002119603,0.000007010521,0.9759707,0.000054466,0.00001984716,4.173787e-7,0.000526198,0.003363128,0.0001399636,0.0003430496,0.0117182,0.007835841],"study_design_scores_gemma":[0.0002008531,0.00007627248,0.740113,0.00004879871,0.0000286829,0.000002469742,0.0003050259,0.1249521,0.0003300223,0.0004581451,0.1333043,0.000180352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945588,0.0004143385,0.0001993633,0.003630792,0.0003132592,0.0001927822,0.000009040861,0.0000176639,0.00066393],"genre_scores_gemma":[0.9990159,0.00001902466,0.0002197733,0.0005661821,0.000105559,0.000004589757,0.000005123309,0.000003298958,0.00006051119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358577,"threshold_uncertainty_score":0.2876946,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Downtown; Geography; Archaeology","authors":[{"name":"Robert Stanley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160175501110697,"gpt":0.2408425388451492,"spread":0.2292407838340422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007373197,0.00008264955,0.0001464927,0.00007103544,0.0009495126,0.00004052762,0.0005543533,0.00004700559,0.001504616],"category_scores_gemma":[0.0005120779,0.00008255806,0.00009438979,0.0001666046,0.0001377168,0.0002442226,0.0001983716,0.0001075002,0.0002471459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126572,"about_ca_system_score_gemma":0.0001106641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5911962,"about_ca_topic_score_gemma":0.799695,"domain_scores_codex":[0.99885,0.0002616982,0.0001036313,0.0002424396,0.0002521205,0.0002901035],"domain_scores_gemma":[0.9990464,0.0003664129,0.00007805067,0.0003039855,0.00004676805,0.0001583258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003183318,0.000216557,0.1130225,0.00004236836,0.0002150298,0.0000199285,0.01354682,0.0001316736,0.0009156408,0.1952689,0.2361061,0.4404826],"study_design_scores_gemma":[0.00007686496,0.00000990547,0.008806269,0.00001208166,0.00002638906,2.208054e-7,0.0007356646,0.0003715178,0.00001866755,0.000474821,0.9893396,0.000127974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3176106,0.00006354867,0.002662271,0.01166642,0.0002753798,0.000178289,0.00009424781,0.0002693142,0.6671799],"genre_scores_gemma":[0.9765983,0.00004866945,0.000280832,0.0002795604,0.0001807315,5.03804e-7,0.00000634595,0.00000622068,0.02259885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7532336,"threshold_uncertainty_score":0.9994081,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental planning; Geography; Sustainability; Environmental resource management; Environmental science","authors":[{"name":"Susan Ross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03835809040110594,"gpt":0.2161769859621767,"spread":0.1778188955610708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002279731,0.0001815246,0.0001837282,0.00008787164,0.0004516342,0.0004115039,0.0001477097,0.00004393567,0.0008000964],"category_scores_gemma":[0.0002331482,0.0001608476,0.00004583184,0.000072173,0.00009552546,0.0004023397,0.0001251009,0.00009789392,0.00006031266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006253,"about_ca_system_score_gemma":0.00003290375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1742828,"about_ca_topic_score_gemma":0.4877377,"domain_scores_codex":[0.9989094,0.00006677525,0.0002377161,0.0002866463,0.000203755,0.0002956848],"domain_scores_gemma":[0.999182,0.0001437352,0.00009737314,0.0002835596,0.0001711653,0.0001221254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004659753,0.00005677795,0.02337978,0.0001842351,0.00002784191,0.000007033984,0.02054643,0.00001162326,0.00004860492,0.3293505,0.6222131,0.004127417],"study_design_scores_gemma":[0.0002068193,0.0000975959,0.02667638,0.00002165074,0.00002708805,5.410814e-7,0.002457037,0.0002951757,0.000008812588,0.0009103255,0.9690696,0.0002289808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893338,0.0002731434,0.0002508061,0.04584569,0.0004128496,0.0008157439,0.00003289547,0.0002270949,0.06280795],"genre_scores_gemma":[0.7545061,0.00001809781,0.00006389102,0.001705318,0.00024216,0.00003103286,0.00005230603,0.00001574158,0.2433653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468565,"threshold_uncertainty_score":0.8760495,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dome (geology); Replication (statistics); Legislature; Political science; Law; Geology; Paleontology; Medicine","authors":[{"name":"John H. Krouse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01520878652560982,"gpt":0.2115972613940733,"spread":0.1963884748684635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000256689,0.000198694,0.000293304,0.0001881659,0.0002532401,0.00006012716,0.0005905253,0.0001099035,0.001777871],"category_scores_gemma":[0.0001912432,0.0001439304,0.0001151369,0.0001612936,0.0002260573,0.0000776694,0.00012303,0.0002564643,0.0004843491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004979924,"about_ca_system_score_gemma":0.0001053532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06295183,"about_ca_topic_score_gemma":0.6258351,"domain_scores_codex":[0.9987358,0.00003376408,0.000322516,0.0004340352,0.0002020681,0.0002718399],"domain_scores_gemma":[0.997931,0.0002519607,0.0001801384,0.001459817,0.00008425235,0.00009284854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003867406,0.00004493091,0.001459268,0.00001997794,0.00002575507,1.192069e-7,0.008667872,0.000008716081,0.0009513654,0.6124459,0.3622487,0.01408877],"study_design_scores_gemma":[0.0002350706,0.00004938134,0.002008055,0.0000275736,0.00003308397,0.000001351967,0.0002572668,0.00001444453,0.001294076,0.009826601,0.9860559,0.000197256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.222924,0.0005033264,0.006239622,0.079878,0.001805209,0.0024759,0.00006205253,0.0006851616,0.6854268],"genre_scores_gemma":[0.8304181,0.000002393075,0.0001903298,0.001695688,0.0005488822,0.00003938117,0.000004507034,0.00002477631,0.1670759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6238071,"threshold_uncertainty_score":0.9991347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Geography; Sociology","authors":[{"name":"Dima Cook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02024371926141589,"gpt":0.258976870869041,"spread":0.2387331516076251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004019791,0.0001247917,0.0002755762,0.00001500771,0.0006631634,0.000008487331,0.0002878466,0.0000690973,0.001047803],"category_scores_gemma":[0.0006614144,0.00009999686,0.00005794845,0.0001281622,0.0004354692,0.0001688273,0.00008506081,0.00009983691,0.00003916045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552018,"about_ca_system_score_gemma":0.0001400546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8260872,"about_ca_topic_score_gemma":0.944398,"domain_scores_codex":[0.9986048,0.0002872332,0.0002566173,0.00025102,0.0003536394,0.0002466704],"domain_scores_gemma":[0.9989662,0.0003976531,0.0001754597,0.0001890578,0.0001664025,0.0001051869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008292354,0.00104358,0.5621021,0.000031192,0.0001077189,0.000002588916,0.144727,0.00000581407,0.00008095131,0.01633899,0.252587,0.02289015],"study_design_scores_gemma":[0.000332474,0.0003937461,0.2067686,0.000005970586,0.00003117939,2.685991e-7,0.005544055,0.00002238968,0.000003540863,0.0001743285,0.786554,0.0001693919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605052,0.002252586,0.000168877,0.004987893,0.0008395636,0.0003678376,0.00001016283,0.0001294982,0.03073841],"genre_scores_gemma":[0.9892817,0.0001619959,0.00003272129,0.0002690013,0.0001909033,0.00002422424,0.000002251208,0.000005177241,0.0100321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5339671,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Geography","authors":[{"name":"Pascal Létourneau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01272550014639299,"gpt":0.2412103302634072,"spread":0.2284848301170142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002900407,0.0002033213,0.0002865517,0.0001923026,0.001813457,0.0003217262,0.0002961552,0.0003979754,0.0002427456],"category_scores_gemma":[0.001168629,0.0002868928,0.0001656068,0.0002852582,0.004459044,0.0005596115,0.00003854886,0.0003938532,0.0001333434],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750955,"about_ca_system_score_gemma":0.02341598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992632,"about_ca_topic_score_gemma":0.9998253,"domain_scores_codex":[0.9965637,0.001992371,0.0003147696,0.0003511014,0.0002129906,0.00056503],"domain_scores_gemma":[0.9980672,0.0009951378,0.0001942598,0.0002456252,0.0001296384,0.000368164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000871398,0.0004129022,0.3108953,0.0004590223,0.0001373749,0.00003101422,0.06994943,0.0001393306,0.001331363,0.2001113,0.1739556,0.2424902],"study_design_scores_gemma":[0.0005182619,0.00005227388,0.1548043,0.000185724,0.00008016815,0.00009564179,0.003167945,0.0004242896,0.00005652874,0.03262177,0.8076564,0.0003367115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8755547,0.00301965,0.002962218,0.06838537,0.0003216605,0.0002244634,0.0000273781,0.000119644,0.04938494],"genre_scores_gemma":[0.9689714,0.0008593686,0.002352057,0.001302302,0.0003426606,0.00003719275,0.000007288704,0.00003392858,0.02609385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6337008,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}