{"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":"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":[0.5901033,0.0004092932,0.2501335,0.026658904,0.007914576,0.0028016348,0.0000070483434,0.0001342841,0.121837385],"genre_scores_gemma":[0.9769977,0.0008802597,0.016209899,0.004623665,0.0004542733,0.000070205475,0.00009547075,0.000009306955,0.00065927336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983179,0.00002796221,0.00083646073,0.00011249303,0.0005538891,0.00015126976],"domain_scores_gemma":[0.99904186,0.00001335222,0.0003039542,0.00012711294,0.0004911331,0.00002260073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007794129,0.00014703617,0.00014623144,0.0017352797,0.00015987981,0.00042764936,0.00038315417,0.000037671187,0.00016903649],"category_scores_gemma":[0.00004751875,0.00014005262,0.0000586521,0.00043254183,0.00004459721,0.0053325687,0.00014283443,0.00012020273,0.00013524048],"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":[0.00012163614,0.0010744602,0.025093421,0.00025545552,0.00028189344,0.00006648108,0.0016726628,0.027773187,0.00000424836,0.7778198,0.03485831,0.13097845],"study_design_scores_gemma":[0.006956416,0.00010626371,0.17436264,0.0007726649,0.00021369914,0.00024752202,0.04263904,0.096047714,0.000029027808,0.010009905,0.66752374,0.0010913911],"about_ca_topic_score_codex":0.00016966478,"about_ca_topic_score_gemma":0.00003102778,"teacher_disagreement_score":0.76780987,"about_ca_system_score_codex":0.00012909854,"about_ca_system_score_gemma":0.000049563045,"threshold_uncertainty_score":0.57111806},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9120923,0.000057624376,0.04400231,0.02640772,0.001378787,0.0008148208,0.000003395,0.000026286043,0.015216748],"genre_scores_gemma":[0.9693856,0.0005302254,0.028928114,0.000726262,0.00011167622,0.000007202155,0.000015854173,0.0000016498137,0.00029338297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988767,0.000089329194,0.0003829579,0.00006022448,0.00050049514,0.00009028129],"domain_scores_gemma":[0.9990117,0.000028155471,0.0002474234,0.00006460781,0.00061390665,0.000034187746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006207378,0.000054581986,0.000066556946,0.00034170464,0.00027338215,0.0004271607,0.00026695753,0.000018134035,0.00001694079],"category_scores_gemma":[0.000037912214,0.000043689746,0.00002310002,0.00035824432,0.00011005808,0.0053461622,0.000033200227,0.000121041674,0.0000028002141],"study_design_candidate":"design_other","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":[0.000023812452,0.00022170108,0.0005528131,0.000004818951,0.000027970544,8.1538894e-7,0.013953253,0.065946855,0.000005989932,0.20668595,0.0002770386,0.712299],"study_design_scores_gemma":[0.0018055977,0.0005769303,0.107287325,0.00040972012,0.00010416513,0.000018788442,0.23188758,0.0421554,0.00009172356,0.0044318694,0.61089814,0.00033279054],"about_ca_topic_score_codex":0.0000791934,"about_ca_topic_score_gemma":0.00008870722,"teacher_disagreement_score":0.7119662,"about_ca_system_score_codex":0.00012832778,"about_ca_system_score_gemma":0.00028436663,"threshold_uncertainty_score":0.41191205},"labels":[],"label_agreement":null}]}