{"meta":{"query_hash":"e202fd594a79","filters":{"venue":"International Journal of Information and Operations Management Education"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/e202fd594a79","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Information+and+Operations+Management+Education"},"results":[{"id":"W1986545715","doi":"10.1504/ijiome.2008.019651","title":"Curriculum design in Supply Chain Management","year":2008,"lang":"en","type":"article","venue":"International Journal of Information and Operations Management Education","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Supply chain management; Curriculum; Supply chain; Engineering management; Course (navigation); Engineering; Business; Knowledge management; Process management; Computer science; Marketing; Pedagogy; Sociology","score_opus":0.013616014001514883,"score_gpt":0.25558290879457446,"score_spread":0.24196689479305958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986545715","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":[0.249747,0.004559814,0.33734176,0.013999568,0.0018525053,0.00627555,0.0005422401,0.0014152626,0.38426632],"genre_scores_gemma":[0.5174011,0.0039006697,0.3637817,0.0024991073,0.00030825395,0.0056539318,0.0010576069,0.0003095671,0.10508811],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9966967,0.0018547686,0.00020430767,0.0002817889,0.0006599052,0.0003024613],"domain_scores_gemma":[0.9948377,0.0019673144,0.00045351736,0.00029518007,0.001292222,0.0011540498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00441151,0.00033546862,0.00028106102,0.0013149006,0.0010428017,0.0028053536,0.0008975368,0.00083656044,0.020635318],"category_scores_gemma":[0.012087977,0.0003090591,0.0002734517,0.0016521111,0.00058728067,0.0015132697,0.0018704828,0.0009318619,0.0033329146],"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":[0.00015147228,0.0013696929,0.0039585275,0.001041678,0.00001810304,0.00007635575,0.003564391,0.005151475,0.004263629,0.12647946,0.025499001,0.8284262],"study_design_scores_gemma":[0.00041964801,0.0018373382,0.017480299,0.0019010075,0.00006126522,0.0002794605,0.0066661993,0.011684214,0.010971503,0.12607785,0.82255733,0.00006387615],"about_ca_topic_score_codex":0.001231112,"about_ca_topic_score_gemma":0.0016243128,"teacher_disagreement_score":0.020635318,"about_ca_system_score_codex":0.0035724028,"about_ca_system_score_gemma":0.006356892,"threshold_uncertainty_score":0.069031954},"labels":[],"label_agreement":null},{"id":"W4251219807","doi":"10.1504/ijiome.2009.031034","title":"Active learning in an undergraduate management science course through the use of a mobile computer lab","year":2009,"lang":"en","type":"article","venue":"International Journal of Information and Operations Management Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Course (navigation); Computer science; Mobile device; Computer lab; Set (abstract data type); Classroom management; Multimedia; Active learning (machine learning); Mathematics education; Engineering management; Medical education; World Wide Web; Engineering; Psychology","score_opus":0.018881907614839415,"score_gpt":0.359846234475965,"score_spread":0.34096432686112554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251219807","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":[0.91211426,0.00023303046,0.036628935,0.0031132216,0.00032849246,0.0015074108,0.00028697372,0.001712262,0.04407553],"genre_scores_gemma":[0.8845583,0.00035340068,0.07359925,0.0021562004,0.00023541495,0.0008735728,0.0005871563,0.00011644509,0.037520297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99928504,0.00015705777,0.00003788263,0.000119536475,0.0001739962,0.00022650919],"domain_scores_gemma":[0.99617434,0.0004868211,0.00016507927,0.00023864112,0.0003184998,0.002616618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019873846,0.0007556709,0.0004126427,0.0006076742,0.001431781,0.0025871473,0.0015057973,0.0009287582,0.017186636],"category_scores_gemma":[0.0032493346,0.00031442838,0.00038595338,0.00036893346,0.0005481991,0.001651375,0.0025192604,0.0014348098,0.005204028],"study_design_candidate":"observational","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":[0.0014797975,0.07402935,0.026464004,0.00039521168,0.000032232572,0.0011964445,0.011162303,0.0023344068,0.060757894,0.006960258,0.05009393,0.7650942],"study_design_scores_gemma":[0.0029943248,0.073624104,0.17219236,0.0011513513,0.00027378878,0.004130135,0.023142165,0.04382748,0.11288686,0.041061107,0.5242225,0.0004937817],"about_ca_topic_score_codex":0.0003010133,"about_ca_topic_score_gemma":0.00085251906,"teacher_disagreement_score":0.017186636,"about_ca_system_score_codex":0.00069982524,"about_ca_system_score_gemma":0.0016019341,"threshold_uncertainty_score":0.057495058},"labels":[],"label_agreement":null}]}