{"meta":{"query_hash":"f77711b87e12","filters":{"venue":"BORDER CROSSING"},"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/f77711b87e12","api":"https://metacan.xera.ac/api/v1/cohort?venue=BORDER+CROSSING"},"results":[{"id":"W2913174466","doi":"10.33182/bc.v9i1.674","title":"Trump, Migration, and Agriculture","year":2019,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":9,"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":"Immigration; Refugee; Quarter (Canadian coin); Political science; Government (linguistics); Immigration policy; Economic growth; Geography; Law; Economics","score_opus":0.008547865085964296,"score_gpt":0.2208839586946425,"score_spread":0.2123360936086782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913174466","genre_codex":"commentary","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":[0.022193018,0.021998595,0.0005017447,0.5146048,0.007940273,0.000035112476,0.0002000992,0.00005958837,0.43246678],"genre_scores_gemma":[0.48668167,0.040746886,0.0013332049,0.19419242,0.008699896,0.00019415386,0.00035909633,0.0001476287,0.26764503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849117,0.0004694656,0.00003806862,0.00015673153,0.00033087542,0.0005135805],"domain_scores_gemma":[0.9983858,0.00041297585,0.00023669553,0.00006341454,0.00032190006,0.000579219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014397256,0.0003084098,0.00023105813,0.0012369191,0.010892146,0.0074987896,0.0007612275,0.0031419308,0.025982138],"category_scores_gemma":[0.003800201,0.00016937537,0.00019687315,0.0022419195,0.0070731053,0.0045912587,0.0045480435,0.0057578,0.0023555402],"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":[0.000024138319,0.000063888154,0.0032290942,0.000095489755,0.0000060151306,0.00019432613,0.0059846644,0.000047578946,0.00005167252,0.2956908,0.63361007,0.061002374],"study_design_scores_gemma":[0.0000058004584,0.000021722977,0.002910229,0.0002901185,0.0000027622698,0.00008048744,0.0077634305,0.0000294598,0.000031274434,0.025269156,0.9635871,0.000008422556],"about_ca_topic_score_codex":0.018384704,"about_ca_topic_score_gemma":0.044992853,"teacher_disagreement_score":0.025982138,"about_ca_system_score_codex":0.0051102396,"about_ca_system_score_gemma":0.0058774543,"threshold_uncertainty_score":0.08691895},"labels":[],"label_agreement":null},{"id":"W3094747024","doi":"10.33182/bc.v10i2.1129","title":"The Story of Josef Lainck: From German Emigrant to Alien Convict and Deported Criminal to Sachsenhausen Concentration Camp Inmate","year":2020,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Canadian Identity and History","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":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Deportation; Nazi Germany; German; Immigration; Emigration; World War II; Nazi concentration camps; Alien; Law; Political science; Officer; Criminology; Nazism; Immigration law; History; Sociology; Politics; Archaeology","score_opus":0.017962913496327955,"score_gpt":0.3027822600417772,"score_spread":0.28481934654544927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094747024","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":[0.5754144,0.01866199,0.00062692456,0.19390684,0.0021372945,0.000060163893,0.0006051707,0.0001077302,0.20847951],"genre_scores_gemma":[0.9130337,0.006147477,0.00022656881,0.016710145,0.00017984878,0.000024041088,0.00015022315,0.00007980437,0.063448146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984048,0.0003272712,0.000021417485,0.0001421205,0.00025751072,0.00084683934],"domain_scores_gemma":[0.9991731,0.00015210973,0.00006944334,0.000028077375,0.0001623331,0.00041493968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079244806,0.0007188774,0.00037753157,0.0010729388,0.05915728,0.0060277255,0.0019156447,0.004029635,0.004392614],"category_scores_gemma":[0.0023203737,0.00039015638,0.0002951968,0.0016594542,0.020072093,0.0029977632,0.0044344324,0.008561653,0.0007171719],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005152684,0.000030988052,0.0051642694,0.000062194675,0.00001632722,0.007015373,0.79831463,0.0001392151,0.00023011604,0.03692098,0.14130071,0.010753689],"study_design_scores_gemma":[0.000005031711,0.000015031058,0.005052234,0.00018513158,0.000015084708,0.0016826316,0.67054063,0.00006403238,0.00018277224,0.000934073,0.3212722,0.000051199913],"about_ca_topic_score_codex":0.9533737,"about_ca_topic_score_gemma":0.98141676,"teacher_disagreement_score":0.061556626,"about_ca_system_score_codex":0.061556626,"about_ca_system_score_gemma":0.03355645,"threshold_uncertainty_score":0.44662666},"labels":[],"label_agreement":null},{"id":"W3104667755","doi":"10.33182/bc.v10i2.1161","title":"Household food insecurity and associated socio-economic factors among recent Syrian refugees in two Canadian cities","year":2020,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Toronto Metropolitan University; University of Saskatchewan","funders":"","keywords":"Food insecurity; Food security; Refugee; Syrian refugees; Socioeconomic status; Socioeconomics; Geography; Environmental health; Agriculture; Medicine; Economics; Population","score_opus":0.17187141075871587,"score_gpt":0.4230916065776892,"score_spread":0.2512201958189733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104667755","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":[0.99890995,0.00013124838,0.0000199188,0.00007518037,0.0000038897024,0.000024192988,0.00044100033,0.0000017071908,0.00039279868],"genre_scores_gemma":[0.9987953,0.00021811029,0.00008265358,0.00005368563,0.0000027117408,0.000015365475,0.0005036519,0.0000016633753,0.00032680342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994216,0.00004383388,0.00003790053,0.000070474496,0.00014824921,0.0002780704],"domain_scores_gemma":[0.99881315,0.00005132591,0.00019372598,0.000039436116,0.0004132533,0.000489082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005881125,0.0007114215,0.00052165566,0.0020543379,0.005752654,0.0014897422,0.0009948025,0.0005340412,0.0013989221],"category_scores_gemma":[0.0012523391,0.0004826818,0.00083566026,0.0035554627,0.001204602,0.00040637876,0.0015597689,0.00085352536,0.00016026913],"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":[0.00008883506,0.000053494678,0.9940626,0.000024661362,0.00004430278,0.00025007178,0.0028988728,0.000059755534,0.00023616919,0.000053062635,0.0003914346,0.0018368274],"study_design_scores_gemma":[0.0000074618497,0.0000314149,0.99274313,0.000024454566,0.000017926184,0.00007917539,0.0066173426,0.00011494908,0.00003842693,0.000009571907,0.0003021593,0.000014076866],"about_ca_topic_score_codex":0.99237156,"about_ca_topic_score_gemma":0.9970079,"teacher_disagreement_score":0.02622938,"about_ca_system_score_codex":0.02622938,"about_ca_system_score_gemma":0.021976473,"threshold_uncertainty_score":0.19030839},"labels":[],"label_agreement":null},{"id":"W3152948160","doi":"10.33182/bc.v11i1.1220","title":"The Association Between Afghan Refugees’ Food Insecurity and Socio-economic Factors in Iran: A Case Study of Khorasan Razavi Province","year":2021,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Toronto Metropolitan University; University of Saskatchewan","funders":"","keywords":"Afghan; Refugee; Food security; Food insecurity; Socioeconomics; Environmental health; Geography; Economic growth; Political science; Medicine; Sociology; Economics; Agriculture","score_opus":0.13347204951194813,"score_gpt":0.467183834731787,"score_spread":0.33371178521983885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152948160","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":[0.9992501,0.00019767704,0.000026334648,0.000200334,0.0000052219666,0.000013947892,0.000015959375,6.8043107e-7,0.00028967523],"genre_scores_gemma":[0.99892247,0.0006299412,0.000097742515,0.000095514915,0.000009008564,0.000012226002,0.000019041652,0.0000012209777,0.00021278742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948716,0.00016891511,0.00002832941,0.000044447148,0.000056243716,0.00021485092],"domain_scores_gemma":[0.9996425,0.00007779017,0.00010010275,0.000020237814,0.000042062456,0.00011735821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082595064,0.00050485757,0.00054479117,0.001719802,0.0045905854,0.001041003,0.00071599457,0.0009352112,0.0016249933],"category_scores_gemma":[0.0010453957,0.00044625555,0.00055020896,0.001591366,0.0018311727,0.00068626134,0.0014291798,0.0009699783,0.00014206074],"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":[0.00016379595,0.00081882515,0.73095405,0.0002525991,0.000093579096,0.11197341,0.13628143,0.00013888143,0.0014751073,0.0009529518,0.0015697111,0.015325672],"study_design_scores_gemma":[0.00002678863,0.00048695222,0.46864387,0.0002641171,0.00007000021,0.036330618,0.48945832,0.00038011285,0.00029780902,0.00034163942,0.0036355152,0.00006426963],"about_ca_topic_score_codex":0.054933365,"about_ca_topic_score_gemma":0.10984872,"teacher_disagreement_score":0.054933365,"about_ca_system_score_codex":0.0017346612,"about_ca_system_score_gemma":0.0020730107,"threshold_uncertainty_score":0.10922724},"labels":[],"label_agreement":null},{"id":"W3207252103","doi":"10.33182/bc.v11i2.1222","title":"Newcomer challenges with accessing healthcare services in Saskatchewan, Canada","year":2021,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Health care; Public relations; Healthcare service; Variety (cybernetics); Business; Interpretation (philosophy); Service (business); Nursing; Internet privacy; Psychology; Knowledge management; Medicine; Political science; Marketing; Computer science","score_opus":0.032436242829192954,"score_gpt":0.35330268505921897,"score_spread":0.320866442230026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207252103","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":[0.982505,0.000942235,0.00014784944,0.006345204,0.00013707849,0.00007390262,0.0003555759,0.000014222833,0.009479096],"genre_scores_gemma":[0.9851598,0.002451522,0.0004546506,0.0024596248,0.000022985023,0.00008342829,0.00032343445,0.000031794592,0.009012842],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99785197,0.00043830846,0.00009791938,0.000187094,0.00044774532,0.0009770554],"domain_scores_gemma":[0.9936603,0.00082521245,0.0004696174,0.00021197453,0.0018268948,0.0030060082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019279069,0.00028769465,0.000561196,0.00080791075,0.015095722,0.0041030864,0.0019087093,0.00076436414,0.0063983775],"category_scores_gemma":[0.0037387204,0.0005146303,0.0004150253,0.0021494739,0.0027310434,0.0016780683,0.0042906334,0.0024290034,0.0004184816],"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":[0.00027861033,0.0003997693,0.5005973,0.00040898955,0.00012684782,0.0071405033,0.3777203,0.0003296369,0.0022566805,0.0040021203,0.032807764,0.07393144],"study_design_scores_gemma":[0.000022233966,0.000092720635,0.2613017,0.0003900092,0.000028301614,0.00079505093,0.70203006,0.00028689828,0.00020635773,0.0002602965,0.034487825,0.00009851967],"about_ca_topic_score_codex":0.9869943,"about_ca_topic_score_gemma":0.9972218,"teacher_disagreement_score":0.04394153,"about_ca_system_score_codex":0.04394153,"about_ca_system_score_gemma":0.09861887,"threshold_uncertainty_score":0.31881958},"labels":[],"label_agreement":null},{"id":"W4324031800","doi":"10.33182/bc.v13i1.2828","title":"Nations, Shadow Borders, and the Production of Gender in the Present","year":2023,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Migration, Refugees, and Integration","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":"University of Toronto","funders":"","keywords":"Scholarship; Shadow (psychology); Intersectionality; Prison; Sociology; Irregular migration; Through-the-lens metering; Political science; Production (economics); Gender studies; Political economy; Lens (geology); Criminology; Law; Economics; Engineering; Psychology","score_opus":0.03411654329160429,"score_gpt":0.3695392969933086,"score_spread":0.3354227537017043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324031800","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":[0.5763572,0.004406931,0.0071632853,0.009860114,0.00024023376,0.000023164308,0.000043832926,0.000018492416,0.40188688],"genre_scores_gemma":[0.99519426,0.00036917912,0.00040439985,0.00015723305,0.000017618093,0.000009394327,0.0000051360107,0.00000985321,0.0038329272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978058,0.0017106604,0.000027383736,0.00014413497,0.00013869166,0.00017338312],"domain_scores_gemma":[0.99761933,0.001604979,0.00033608885,0.00018582144,0.00010325836,0.00015055327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042703464,0.00027845675,0.0002233759,0.0010775416,0.005090633,0.008279143,0.00042921357,0.0008108473,0.0050681983],"category_scores_gemma":[0.0046037603,0.0001703332,0.00016250878,0.0008617341,0.03604718,0.00600741,0.004134669,0.0011411313,0.00019698264],"study_design_candidate":"qualitative","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":[0.000026424263,0.000017550876,0.0029077409,0.000047331767,0.000003861336,0.00021219585,0.321319,0.000079259065,0.00035284064,0.6669073,0.00044342317,0.007683075],"study_design_scores_gemma":[0.00001597871,0.00006689115,0.0103383735,0.00054536684,0.000016533399,0.00041466023,0.637764,0.0002653376,0.0009530794,0.23429517,0.115294114,0.000030461882],"about_ca_topic_score_codex":0.0019854957,"about_ca_topic_score_gemma":0.0034251397,"teacher_disagreement_score":0.008279143,"about_ca_system_score_codex":0.0020727946,"about_ca_system_score_gemma":0.0015035113,"threshold_uncertainty_score":0.022584021},"labels":[],"label_agreement":null},{"id":"W4410278622","doi":"10.33182/bc.v15i2.2916","title":"Statelessness and Migration in the Turkish System","year":2025,"lang":"en","type":"article","venue":"BORDER CROSSING","topic":"Turkey's Politics and Society","field":"Social Sciences","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":"Carleton University","funders":"","keywords":"Statelessness; Turkish; Political science; Philosophy; Linguistics; Law; Nationality; Immigration","score_opus":0.011356469868681713,"score_gpt":0.3521483526969129,"score_spread":0.3407918828282312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410278622","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":[0.91610384,0.0032294844,0.0004263206,0.013317946,0.00016699286,0.000015521531,0.000043060587,0.000017318609,0.06667949],"genre_scores_gemma":[0.9975804,0.00039779834,0.00004698701,0.00045801728,0.0000123307,0.000003199202,0.000009474376,0.000002118241,0.0014895455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99881077,0.0004942216,0.00005466249,0.000097449956,0.00010158368,0.00044138613],"domain_scores_gemma":[0.9993436,0.00014385111,0.00027209515,0.000035869507,0.00008423504,0.00012038298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011039133,0.0001849374,0.00016302109,0.0010145825,0.006497842,0.0043467195,0.0004948645,0.0011255527,0.0038626697],"category_scores_gemma":[0.0013909016,0.00014898104,0.00019028336,0.0013813772,0.008417824,0.001750401,0.003195796,0.0013206834,0.00022710075],"study_design_candidate":"qualitative","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":[0.00011360501,0.00011519524,0.07155786,0.000236748,0.000030648953,0.0023485366,0.20984617,0.00078471267,0.00073059497,0.6537291,0.013211495,0.04729534],"study_design_scores_gemma":[0.00004751823,0.00018462788,0.24078275,0.0008501167,0.000052570012,0.001852849,0.4079199,0.0016571959,0.0006516822,0.060662888,0.28520128,0.00013661185],"about_ca_topic_score_codex":0.036803234,"about_ca_topic_score_gemma":0.032560088,"teacher_disagreement_score":0.036803234,"about_ca_system_score_codex":0.0063978075,"about_ca_system_score_gemma":0.0044548125,"threshold_uncertainty_score":0.07317805},"labels":[],"label_agreement":null}]}