{"meta":{"query_hash":"69b6833f4f97","filters":{"venue":"Proceedings/Proceedings - Frontiers in Education Conference"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/69b6833f4f97","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings%2FProceedings+-+Frontiers+in+Education+Conference"},"results":[{"id":"W2091427991","doi":"10.1109/fie.2007.4418092","title":"International cooperation of Brazilian research engineers: Patterns of collaboration based on a survey of the literature","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - Frontiers in Education Conference","topic":"Science and Science Education","field":"Social Sciences","cited_by":1,"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":"Latin Americans; Regional science; Science Citation Index; Productivity; Citation index; Web of science; Political science; Citation; Library science; Scientometrics; Geography; Economic growth; Computer science; Economics; MEDLINE","score_opus":0.042846196456153035,"score_gpt":0.3777721973023398,"score_spread":0.33492600084618673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091427991","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":[0.8165513,0.08228372,0.0030436057,0.0069290684,0.000107252374,0.00010579924,0.0014101919,0.000062791914,0.08950622],"genre_scores_gemma":[0.9743367,0.022324177,0.0013156359,0.00020790106,0.000058078396,0.000059452846,0.0005449546,0.000018324847,0.0011347663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98907834,0.0039986274,0.0016885942,0.0013174686,0.002958433,0.0009586268],"domain_scores_gemma":[0.9248726,0.043809984,0.014143985,0.0022779356,0.012969703,0.0019259403],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01087614,0.0003512651,0.00069729105,0.023140568,0.0030617977,0.006195746,0.0006122359,0.0008312181,0.0027254166],"category_scores_gemma":[0.046465516,0.0002721681,0.00044222292,0.044196,0.0018329447,0.0039592283,0.0031485704,0.000505901,0.00040408468],"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":[0.00014976725,0.00005938616,0.6321258,0.0028498715,0.00031558907,0.00084734097,0.108662896,0.00048961316,0.0015104276,0.02245157,0.0045192447,0.22601844],"study_design_scores_gemma":[0.000021397875,0.000096325944,0.691994,0.003316462,0.000312016,0.0019582612,0.18002397,0.00094649405,0.0008065665,0.006221484,0.11423583,0.00006728747],"about_ca_topic_score_codex":0.008306535,"about_ca_topic_score_gemma":0.015422721,"teacher_disagreement_score":0.97685945,"about_ca_system_score_codex":0.0022942983,"about_ca_system_score_gemma":0.0040534157,"threshold_uncertainty_score":0.057519197},"labels":[],"label_agreement":null},{"id":"W2099545531","doi":"10.1109/fie.2007.4417915","title":"A multidisciplinary course to implement bioengineering design projects for persons with disabilities","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - Frontiers in Education Conference","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":4,"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":"National Science Foundation","keywords":"Multidisciplinary approach; Medical education; Quarter (Canadian coin); Engineering management; Engineering; Course (navigation); Engineering ethics; Psychology; Medicine; Sociology","score_opus":0.026941762814430906,"score_gpt":0.2777953111319759,"score_spread":0.250853548317545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099545531","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.240774,0.0016730977,0.29977736,0.021977622,0.005397417,0.007189034,0.001637079,0.011687804,0.40988657],"genre_scores_gemma":[0.2145978,0.0016916835,0.339426,0.0063465517,0.000508553,0.0028892811,0.001510901,0.00061439513,0.43241483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995421,0.000086354616,0.000023139099,0.00006942601,0.00012686517,0.00015213095],"domain_scores_gemma":[0.9980095,0.0002279115,0.00009621029,0.00013898019,0.0002784694,0.0012488145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012171088,0.0011950658,0.00044229015,0.00054070255,0.0016419167,0.0011428457,0.0012424883,0.0014696661,0.06889583],"category_scores_gemma":[0.0026711014,0.0004073855,0.0004937716,0.00022532653,0.0003782066,0.0011592397,0.0029898197,0.001786226,0.022397574],"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":[0.00016071872,0.011331933,0.004032363,0.00035470756,0.000010713677,0.00075701,0.0039483714,0.0015592612,0.017362358,0.005419813,0.37556067,0.579502],"study_design_scores_gemma":[0.0001930441,0.0033664037,0.023183748,0.0004046924,0.000014978413,0.0034994981,0.0040926663,0.0049954043,0.007823567,0.011458457,0.94090456,0.00006309955],"about_ca_topic_score_codex":0.00089607784,"about_ca_topic_score_gemma":0.0036714813,"teacher_disagreement_score":0.06889583,"about_ca_system_score_codex":0.0008822852,"about_ca_system_score_gemma":0.0032804564,"threshold_uncertainty_score":0.23047954},"labels":[],"label_agreement":null},{"id":"W2127859569","doi":"10.1109/fie.2007.4418029","title":"An investigation of Canadian engineers: Exploring the impact of educational work experiences on career and mentor satisfaction","year":2007,"lang":"en","type":"article","venue":"Proceedings/Proceedings - Frontiers in Education Conference","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","funders":"","keywords":"Work (physics); Qualitative property; Psychology; Value (mathematics); Medical education; Job satisfaction; Qualitative research; Career development; Applied psychology; Social psychology; Sociology; Engineering; Computer science; Medicine; Social science","score_opus":0.048613632083377496,"score_gpt":0.3109624205530605,"score_spread":0.262348788469683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127859569","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":[0.9950932,0.00015241666,0.00007410796,0.0002860059,0.000010277264,0.00004366444,0.00018889563,0.000002338559,0.004148982],"genre_scores_gemma":[0.99602604,0.0003311223,0.00020731936,0.00019362086,0.000006380972,0.000035484736,0.00017232973,0.0000029335947,0.0030248084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99809676,0.00026985898,0.000052777377,0.00010820688,0.0007742898,0.0006980151],"domain_scores_gemma":[0.99336267,0.0013039515,0.00072551816,0.000104553605,0.003169725,0.001333539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002809957,0.0004044593,0.00040816743,0.0028148473,0.011019333,0.0022933863,0.001124112,0.00052151945,0.0031452882],"category_scores_gemma":[0.00773724,0.00029487783,0.00034674598,0.0037452995,0.0018627953,0.0005767132,0.0020430651,0.0009841444,0.00019054826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031413458,0.00034675474,0.43562254,0.0003329006,0.000038496484,0.0011029064,0.50381273,0.00013289413,0.0025817356,0.0012666833,0.0026900724,0.051758125],"study_design_scores_gemma":[0.0000081161215,0.00018238222,0.5383015,0.00008843019,0.000013042532,0.000151227,0.45055443,0.000111826106,0.0004781143,0.00006599767,0.010001124,0.000043816548],"about_ca_topic_score_codex":0.9608021,"about_ca_topic_score_gemma":0.98948586,"teacher_disagreement_score":0.97644323,"about_ca_system_score_codex":0.023556776,"about_ca_system_score_gemma":0.04107897,"threshold_uncertainty_score":0.17091715},"labels":[],"label_agreement":null}]}