{"meta":{"query_hash":"520471c78fb3","filters":{"venue":"Principles of Security and Trust"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/520471c78fb3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Principles+of+Security+and+Trust"},"results":[{"id":"W2560030429","doi":"","title":"“IT’S ALMOST LIKE HAVING A ‘LITTLE BRAZIL’ INSIDE OF CANADA”: THE ROLE OF COMFORT IN CREATING COMMUNITY","year":2016,"lang":"en","type":"article","venue":"Principles of Security and Trust","topic":"International Student and Expatriate Challenges","field":"Social Sciences","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":"Coping (psychology); Sociology; Psychology; Public relations; Social psychology; Political science","score_opus":0.026665490951815918,"score_gpt":0.2921383464500938,"score_spread":0.26547285549827787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560030429","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":[0.9382518,0.00035306148,6.2508843e-7,0.0010287922,0.000039168266,0.00008743485,0.00002970284,0.0000031165025,0.060206335],"genre_scores_gemma":[0.99932355,0.0005022553,0.00001569189,0.000033435037,0.000025131689,0.000002150522,0.0000013213057,0.0000029083124,0.000093584145],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99911106,0.00014786686,0.00025906813,0.00006442496,0.00028753452,0.00013007295],"domain_scores_gemma":[0.999027,0.00057364645,0.00017372856,0.00010395313,0.00009030922,0.000031337062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009205033,0.000057017896,0.00015717857,0.000030416615,0.00025227328,0.0000073782294,0.00027255435,0.000042155454,0.00004264735],"category_scores_gemma":[0.00027385892,0.000038752445,0.00003012211,0.00006411484,0.00027406868,0.00008811253,0.0001557536,0.00010562911,1.5627568e-7],"study_design_candidate":"qualitative","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":[0.000063665015,0.00017489331,0.5142008,0.00007158985,0.000049356287,0.0000011600459,0.41147795,0.000005768349,0.00050639117,0.07090976,0.000018551576,0.0025201365],"study_design_scores_gemma":[0.0010174257,0.000096757154,0.26941603,0.0005719223,0.000025277566,0.0000011826547,0.67991716,0.000094002644,0.008187786,0.011973146,0.028484005,0.00021527898],"about_ca_topic_score_codex":0.70056087,"about_ca_topic_score_gemma":0.9525173,"teacher_disagreement_score":0.26843923,"about_ca_system_score_codex":0.00005697127,"about_ca_system_score_gemma":0.00017448292,"threshold_uncertainty_score":0.30143312},"labels":[],"label_agreement":null},{"id":"W2574316660","doi":"","title":"HUMAN MANAGEMENT OF WILDFIRES AND ITS RESULTING EFFECTS","year":2016,"lang":"en","type":"article","venue":"Principles of Security and Trust","topic":"Fire effects on ecosystems","field":"Environmental Science","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":"Lakehead University","funders":"","keywords":"Relation (database); Human health; Environmental resource management; Psychology; Geography; Computer science; Environmental planning; Environmental science; Medicine; Environmental health; Data mining","score_opus":0.009779583772575914,"score_gpt":0.22185098164880518,"score_spread":0.21207139787622925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574316660","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":[0.9933923,0.00027943248,0.0000028865843,0.000059041125,0.00003185175,0.00026053836,0.000008262398,0.000015485428,0.0059501836],"genre_scores_gemma":[0.9996378,0.00011116725,0.00013084906,0.0000063916505,0.000009764697,0.000008819835,4.5916823e-7,0.000006876109,0.00008788526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999221,0.00004531302,0.00020527742,0.00021492371,0.0001690962,0.00014438464],"domain_scores_gemma":[0.99956447,0.00009438965,0.0001300884,0.00014755026,0.0000043925847,0.000059110414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033605733,0.00009510439,0.00016408684,0.000023169721,0.00006783396,0.000006645374,0.000110593464,0.000040916664,0.000034044537],"category_scores_gemma":[0.000034054206,0.00006878774,0.000021931111,0.000054115815,0.00014222143,0.00013680027,0.0003204763,0.0000362349,0.000008492923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009024566,0.0003110028,0.7615873,0.0045198295,0.0001549378,0.00004147883,0.003070208,0.0000072783077,0.14954457,0.02547659,0.000043589527,0.05515294],"study_design_scores_gemma":[0.0010703871,0.00016826694,0.94675785,0.0006737662,0.000030894902,0.0000051175075,0.000079365964,0.00046902435,0.04930673,0.0005622613,0.0007234313,0.00015291142],"about_ca_topic_score_codex":0.00022215795,"about_ca_topic_score_gemma":0.00006998902,"teacher_disagreement_score":0.1851705,"about_ca_system_score_codex":0.000020236974,"about_ca_system_score_gemma":0.0000011012243,"threshold_uncertainty_score":0.28050825},"labels":[],"label_agreement":null},{"id":"W2579976163","doi":"","title":"ADDICTION AS DISABILITY: IMPLICATIONS WITHIN LEGISLATION","year":2016,"lang":"en","type":"article","venue":"Principles of Security and Trust","topic":"Healthcare innovation and challenges","field":"Social Sciences","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":"Lakehead University","funders":"","keywords":"Legislation; Addiction; Inclusion (mineral); Psychology; Political science; Criminology; Psychiatry; Social psychology; Law","score_opus":0.06723185377424971,"score_gpt":0.3524060154181396,"score_spread":0.28517416164388987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579976163","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":[0.9137507,0.0001257787,0.000064807435,0.055870485,0.00009423604,0.00016039133,0.000023288381,0.000055843044,0.029854475],"genre_scores_gemma":[0.9989268,0.00060579315,0.000076837154,0.00007799363,0.000098740595,0.000013902536,0.00000366162,0.0000031785696,0.00019309315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999314,0.00007786555,0.0002142541,0.00013723585,0.00014795302,0.00010865246],"domain_scores_gemma":[0.99945146,0.000119801014,0.00010832526,0.000120334254,0.00012836767,0.000071688904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005636991,0.000047284546,0.00007875496,0.000028564726,0.00025184147,0.000014800846,0.00006994332,0.00007982944,0.000119337004],"category_scores_gemma":[0.00031391362,0.000037053735,0.000019432691,0.00012953873,0.00038484056,0.00021942444,0.00002305264,0.000051044615,0.00000913245],"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":[0.000007829491,0.00004208401,0.04271913,0.000010713751,0.0000056967883,5.476518e-8,0.0070012496,7.8582886e-8,0.00007386826,0.91232175,0.000011696537,0.037805866],"study_design_scores_gemma":[0.000607963,0.00011708205,0.26269564,0.00012162385,0.000019488707,0.0000021764558,0.012031404,0.00003267829,0.0009507027,0.14615457,0.5770245,0.00024214415],"about_ca_topic_score_codex":0.00048559558,"about_ca_topic_score_gemma":0.005380414,"teacher_disagreement_score":0.76616716,"about_ca_system_score_codex":0.000043806427,"about_ca_system_score_gemma":0.00009385425,"threshold_uncertainty_score":0.30023974},"labels":[],"label_agreement":null},{"id":"W2584529311","doi":"","title":"SPECIFIC CARBOHYDRATE DIET FOR INFLAMMATORY BOWEL DISEASE","year":2016,"lang":"en","type":"article","venue":"Principles of Security and Trust","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","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":"Lakehead University","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Population; Crohn's disease; Medical record; Internal medicine; Environmental health","score_opus":0.011196884569865935,"score_gpt":0.22335394215821872,"score_spread":0.2121570575883528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2584529311","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":[0.99763495,0.000768343,0.00013352626,0.00013377736,0.000097884506,0.00032009947,0.00032509337,0.000015106649,0.0005711935],"genre_scores_gemma":[0.99882966,0.00053717534,0.00011173252,0.000044857752,0.00019918104,0.000059332608,0.00004261787,0.000021270871,0.00015414662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911034,0.000030143145,0.00023145483,0.0003102049,0.000099310324,0.00021857068],"domain_scores_gemma":[0.9992255,0.000020245745,0.000102055004,0.0003519091,0.00008919267,0.00021110557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015740575,0.00015177604,0.00011464815,0.000035580895,0.00007542169,0.000013703063,0.00014985506,0.00008502122,0.000019010631],"category_scores_gemma":[0.0000995994,0.00012063544,0.000104482446,0.000018935903,0.00021417286,0.000009974754,0.00013820977,0.00003218488,0.000004606075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018527726,0.000531107,0.52774096,0.0019741876,0.00037411865,0.00014637817,0.0006747712,0.00004465492,0.38581076,0.060421985,0.00110166,0.002651666],"study_design_scores_gemma":[0.004914661,0.0005108652,0.7408829,0.00021037564,0.00012530168,0.0000037308832,0.00013572809,0.0002738894,0.08852353,0.005867258,0.1575884,0.00096338906],"about_ca_topic_score_codex":0.0000012772127,"about_ca_topic_score_gemma":0.0000130756625,"teacher_disagreement_score":0.29728723,"about_ca_system_score_codex":0.000009394317,"about_ca_system_score_gemma":0.000073031995,"threshold_uncertainty_score":0.49193704},"labels":[],"label_agreement":null}]}