{"meta":{"query_hash":"01593cb0bb1f","filters":{"venue":"International Higher Education (Boston College)"},"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/01593cb0bb1f","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Higher+Education+%28Boston+College%29"},"results":[{"id":"W7005350102","doi":"","title":"Racial Profiling amidst Geopolitical Tension: Chinese Faculty in Canada","year":2024,"lang":"en","type":"article","venue":"International Higher Education (Boston College)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Geopolitics; Profiling (computer programming); China; Work (physics); Racial profiling","score_opus":0.033647406394746095,"score_gpt":0.36433220866458377,"score_spread":0.33068480226983765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005350102","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":[0.92449045,0.00090569444,0.0000026875366,0.033076618,0.0073631792,0.0003403247,0.0003226558,0.000074729774,0.033423655],"genre_scores_gemma":[0.97635055,0.000040718605,0.00018608266,0.004485738,0.0013161922,0.00007749473,0.00035729798,0.00000880284,0.017177146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987354,0.000030342462,0.00031575543,0.00032548525,0.00036093793,0.00023206654],"domain_scores_gemma":[0.9994049,0.00017285673,0.000031805026,0.000070036214,0.00015596849,0.00016441314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091094764,0.00015877243,0.00021436093,0.00008468073,0.000059732192,0.000015833708,0.00012788751,0.000086810986,0.0033196155],"category_scores_gemma":[0.00008092463,0.000105047686,0.00006580101,0.00025929892,0.00005485465,0.000066622386,0.00006611415,0.0003175233,0.00010926337],"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":[0.00082223606,0.0012498107,0.6211903,0.00019823186,0.00032722164,0.00075768284,0.00014079406,0.000026306314,0.0024227188,0.06931304,0.2945727,0.008978927],"study_design_scores_gemma":[0.00044286862,0.000064806816,0.62685287,0.00009954961,0.000020587031,0.000053689844,0.000103414015,0.00042864168,0.00017945627,0.0014681433,0.37013444,0.00015152659],"about_ca_topic_score_codex":0.106012076,"about_ca_topic_score_gemma":0.044500466,"teacher_disagreement_score":0.075561754,"about_ca_system_score_codex":0.0011296415,"about_ca_system_score_gemma":0.0013429524,"threshold_uncertainty_score":0.9975915},"labels":[],"label_agreement":null},{"id":"W7029202299","doi":"","title":"International Student Mobility, Opportunity, and the Voluntariness of Migration: A New Conceptual Approach","year":2024,"lang":"en","type":"article","venue":"International Higher Education (Boston College)","topic":"Radioactive contamination and transfer","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":"University of British Columbia","funders":"","keywords":"Privilege (computing); Voluntariness; Key (lock); Restructuring; Unpacking; Interfacing; Warrant; Discretion","score_opus":0.019674637620060952,"score_gpt":0.29226032270751434,"score_spread":0.2725856850874534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029202299","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":[0.44366047,0.00073647976,0.0027525448,0.060334265,0.010003349,0.0012527836,0.00013374686,0.00011299843,0.4810134],"genre_scores_gemma":[0.91890126,0.00010745053,0.00042374252,0.0006407194,0.00032849444,0.0001034772,0.00007945338,0.000013270268,0.079402104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845207,0.000083542196,0.00036322844,0.0003566315,0.0006383326,0.000106211475],"domain_scores_gemma":[0.99936587,0.00016935464,0.00007839574,0.00017958069,0.00008681759,0.000119966564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003136981,0.00015375773,0.00014723068,0.00010872938,0.00007523785,0.00007921666,0.0004511059,0.000059319344,0.010796196],"category_scores_gemma":[0.000028283817,0.00011762912,0.0000885643,0.00024387249,0.00052397413,0.00044015664,0.00014360812,0.00015596426,0.000062771374],"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":[0.00031020504,0.0013486863,0.056341145,0.000032398606,0.0004963809,0.0000053260333,0.008571081,0.00034461473,0.0008316887,0.7756159,0.13388525,0.022217363],"study_design_scores_gemma":[0.001134956,0.0000310732,0.25211,0.000029683872,0.000050793064,0.000031700733,0.0011195841,0.001969031,0.00017642896,0.0025749987,0.74059534,0.00017641844],"about_ca_topic_score_codex":0.0011062243,"about_ca_topic_score_gemma":0.00012895565,"teacher_disagreement_score":0.77304083,"about_ca_system_score_codex":0.00028918072,"about_ca_system_score_gemma":0.00019403476,"threshold_uncertainty_score":0.9901081},"labels":[],"label_agreement":null},{"id":"W7047348162","doi":"","title":"Higher Education Research and Reality: They Need to Be Better Aligned","year":2024,"lang":"en","type":"article","venue":"International Higher Education (Boston College)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","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":"York University","funders":"","keywords":"Higher education; Field (mathematics); Qualitative research; Further education","score_opus":0.05894595119087465,"score_gpt":0.3847240020951165,"score_spread":0.32577805090424183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047348162","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":[0.6704412,0.00036232168,0.00002021802,0.24546972,0.00835874,0.00038085596,0.00009096101,0.00016755615,0.07470844],"genre_scores_gemma":[0.87881374,0.00000526158,0.00037853434,0.0018577024,0.0021988421,0.00032559427,0.00017464487,0.000035086272,0.11621062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843985,0.00008670059,0.00029284658,0.0005263645,0.00038707448,0.0002671567],"domain_scores_gemma":[0.99885494,0.00020097788,0.00004109192,0.0003300996,0.00043561886,0.00013727369],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034234705,0.0001805406,0.00015158908,0.00059671275,0.00017095178,0.00016904992,0.00032742883,0.0001026824,0.0041230624],"category_scores_gemma":[0.000011179825,0.00017663784,0.00005674034,0.0004966885,0.00008352269,0.00029326288,0.00012733776,0.00025915023,0.00034558636],"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":[0.00000969831,0.00032726896,0.0088607725,0.000017201193,0.00011829223,9.895872e-7,0.00064459303,0.000001712059,0.0019712255,0.7460411,0.23239511,0.009612032],"study_design_scores_gemma":[0.0001416811,0.000050223323,0.0056648008,0.000095933916,0.00001944423,0.000005449471,0.0032297473,0.000011287798,0.0012508738,0.08050983,0.9088172,0.00020355875],"about_ca_topic_score_codex":0.00310374,"about_ca_topic_score_gemma":0.00003556495,"teacher_disagreement_score":0.67642206,"about_ca_system_score_codex":0.00020062248,"about_ca_system_score_gemma":0.0005305764,"threshold_uncertainty_score":0.9967873},"labels":[],"label_agreement":null},{"id":"W7065405980","doi":"","title":"Do International Students Benefit from Their US Study-Abroad Experience?","year":2022,"lang":"en","type":"article","venue":"International Higher Education (Boston College)","topic":"X-ray Spectroscopy and Fluorescence Analysis","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":"Government (linguistics); Work (physics); Agency (philosophy); Focus (optics)","score_opus":0.011135299422971982,"score_gpt":0.32962032221246657,"score_spread":0.3184850227894946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065405980","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":[0.9621346,0.000098098506,0.000062303756,0.0015780823,0.007757078,0.0003781633,0.00074546796,0.000047101796,0.027199106],"genre_scores_gemma":[0.9595269,0.0000055825253,0.00015052588,0.00050625065,0.0016005209,0.0007634208,0.00070514774,0.000028489083,0.03671315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736714,0.00008387742,0.00049931195,0.00063738116,0.0011675202,0.00024474834],"domain_scores_gemma":[0.9988556,0.000070836344,0.00028229336,0.00043171342,0.000241687,0.00011788803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016163585,0.0002672235,0.0002412476,0.00029834558,0.00045374758,0.00018334422,0.0015550863,0.000031026088,0.072038546],"category_scores_gemma":[0.0000043428345,0.000274152,0.00019893839,0.00041593786,0.00005064177,0.00038581892,0.00045649835,0.0003031679,0.00016041512],"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":[0.00011211471,0.0038788235,0.95675975,6.106163e-7,0.0006969974,0.000003836383,0.0035202655,0.00032491976,0.0005286669,0.018129615,0.01417943,0.0018649694],"study_design_scores_gemma":[0.0013981041,0.00012741092,0.63629097,0.000017291703,0.000087666616,0.0000018450143,0.02313599,0.0002410159,0.00072361436,0.009021542,0.3284416,0.00051295094],"about_ca_topic_score_codex":0.0023101927,"about_ca_topic_score_gemma":0.000029468147,"teacher_disagreement_score":0.32046875,"about_ca_system_score_codex":0.00041818173,"about_ca_system_score_gemma":0.00018744814,"threshold_uncertainty_score":0.9999711},"labels":[],"label_agreement":null}]}