{"meta":{"query_hash":"c9d91fb06c10","filters":{"venue":"Proceedings International Conference on Industrial Engineering and Operations Management"},"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/c9d91fb06c10","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+International+Conference+on+Industrial+Engineering+and+Operations+Management"},"results":[{"id":"W4385481544","doi":"10.14488/ijcieom2023_abst_0037_37823","title":"An analysis of the guidelines for training managers to improve their Industry 4.0 knowledge considering four theories of administration","year":2023,"lang":"en","type":"article","venue":"Proceedings International Conference on Industrial Engineering and Operations Management","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Training (meteorology); Knowledge management; Computer science; Administration (probate law); Engineering management; Engineering; Political science","score_opus":0.12626998506478115,"score_gpt":0.34066105149174797,"score_spread":0.21439106642696681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385481544","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":[0.62234914,0.000010457146,0.35946912,0.013549065,0.0010603813,0.0009810858,0.00021090779,0.00032973004,0.0020400987],"genre_scores_gemma":[0.99318516,0.000013458025,0.0064299135,0.000048772996,0.0000520315,0.000106142754,0.000017058308,0.0000049701407,0.00014251484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913526,0.0000064062933,0.00032879697,0.00026763103,0.00014617162,0.00011570869],"domain_scores_gemma":[0.9992555,0.000045072607,0.00008230585,0.00018207052,0.00039734747,0.00003771214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046125278,0.00011092552,0.00017738465,0.0006989896,0.00009750252,0.00013573535,0.0005911817,0.00010159042,0.0000045167258],"category_scores_gemma":[0.0003359144,0.000088557,0.00006422146,0.0010934164,0.00003368806,0.00025696695,0.00017861443,0.00013087296,4.0739715e-7],"study_design_candidate":"simulation_or_modeling","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":[0.000011811199,0.000020086169,0.00022987775,0.000014576907,0.00049166806,2.4068126e-7,0.00064359745,0.039382726,0.0019874154,0.9400525,0.00008752507,0.017077958],"study_design_scores_gemma":[0.00024923703,0.00010526312,0.00091331167,0.00008552179,0.0001508511,5.330969e-7,0.0024515963,0.98886985,0.005110193,0.0013710257,0.0005728545,0.00011977585],"about_ca_topic_score_codex":0.00000825077,"about_ca_topic_score_gemma":0.000015101669,"teacher_disagreement_score":0.9494871,"about_ca_system_score_codex":0.000022716384,"about_ca_system_score_gemma":0.000038158767,"threshold_uncertainty_score":0.36112496},"labels":[],"label_agreement":null},{"id":"W4401658233","doi":"10.14488/ijcieom2024_abst_0071_37952","title":"Optimizing Extended Warranty Offerings: A Consumer-Centric Approach in a Competitive Market","year":2024,"lang":"en","type":"article","venue":"Proceedings International Conference on Industrial Engineering and Operations Management","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Warranty; Business; Industrial organization; Computer science; Competitive advantage; Marketing","score_opus":0.024515023044501115,"score_gpt":0.24178745746981148,"score_spread":0.21727243442531036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401658233","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":[0.13075808,0.0012845495,0.09610985,0.0031511178,0.006054883,0.0034506898,0.00008591004,0.0046210065,0.75448394],"genre_scores_gemma":[0.99391395,0.0008228589,0.0042402884,0.000020905452,0.00009390794,0.00031464658,0.000021219377,0.00002730247,0.00054494955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895567,0.0000041416947,0.00026911963,0.0003346859,0.00019915432,0.00023720454],"domain_scores_gemma":[0.9998108,0.000016789989,0.000012858299,0.00006966774,0.000040780997,0.000049116912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020170302,0.00022427882,0.00016675841,0.0007664701,0.00004952411,0.00039311606,0.00020791269,0.000105396735,0.00009842695],"category_scores_gemma":[0.000014790882,0.00023281712,0.00003962544,0.00034656996,0.000029218123,0.00028605005,0.000101427715,0.00040469618,0.000008198531],"study_design_candidate":"simulation_or_modeling","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":[0.00002336697,0.000079799654,0.00005460769,0.00021072452,0.0004052822,0.000026849195,0.00038945957,0.03208578,0.00038992107,0.94854546,0.0015047514,0.016283987],"study_design_scores_gemma":[0.00072247814,0.000038186696,0.00023416051,0.0004384816,0.00003800516,0.0000069014786,0.0009206722,0.9821574,0.00014745502,0.00015579256,0.0148590095,0.00028147176],"about_ca_topic_score_codex":0.0000056510544,"about_ca_topic_score_gemma":0.0000017427228,"teacher_disagreement_score":0.95007163,"about_ca_system_score_codex":0.00018376157,"about_ca_system_score_gemma":0.000011400705,"threshold_uncertainty_score":0.94940066},"labels":[],"label_agreement":null}]}