{"meta":{"query_hash":"702b8aac7a2c","filters":{"venue":"International Conference on Industrial Engineering and Systems Management"},"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/702b8aac7a2c","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Industrial+Engineering+and+Systems+Management"},"results":[{"id":"W1527580169","doi":"","title":"Optimization of forest vehicle routing using the metaheuristics: Reactive tabu search and extended great deluge","year":2013,"lang":"en","type":"article","venue":"International Conference on Industrial Engineering and Systems Management","topic":"Vehicle Routing Optimization Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; École de Technologie Supérieure","funders":"","keywords":"Tabu search; Metaheuristic; Vehicle routing problem; Computer science; Mathematical optimization; Routing (electronic design automation); Guided Local Search; Algorithm; Mathematics; Computer network","score_opus":0.07620791561631605,"score_gpt":0.28324155534683326,"score_spread":0.2070336397305172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527580169","genre_codex":"methods","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":[0.1040799,0.0010275177,0.8883048,0.00022219532,0.000060678874,0.000100693054,0.00007906806,0.0003933636,0.005731723],"genre_scores_gemma":[0.73757577,0.00046326392,0.2589749,0.00009727794,0.000020803462,0.00017102435,0.00013598631,0.00007548644,0.0024854227],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970454,0.00014607263,0.000010003714,0.000028191422,0.00006698013,0.000044128778],"domain_scores_gemma":[0.9997112,0.00015140441,0.000048105783,0.00002330287,0.00005090242,0.00001498535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071467884,0.0005407203,0.0005377562,0.000579549,0.00034376886,0.0005276934,0.0007985396,0.00063116587,0.000864399],"category_scores_gemma":[0.00095103483,0.0002662785,0.0006964769,0.0006024434,0.0003515048,0.0006257294,0.00043319873,0.0004753683,0.00011845394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005381998,0.000040776406,0.00036271717,0.00005165846,0.000041027495,0.0000335087,0.000028358243,0.9655943,0.0018132926,0.0046426267,0.00048626756,0.026851641],"study_design_scores_gemma":[0.000010497841,0.00004442902,0.00010298403,0.0000041539033,0.000006653503,0.000019007573,0.00000944908,0.9976532,0.00048135876,0.0012193904,0.00044493176,0.000004052983],"about_ca_topic_score_codex":0.0052895923,"about_ca_topic_score_gemma":0.0057068947,"teacher_disagreement_score":0.0052895923,"about_ca_system_score_codex":0.0005177638,"about_ca_system_score_gemma":0.0007687895,"threshold_uncertainty_score":0.010517597},"labels":[],"label_agreement":null},{"id":"W1583215525","doi":"","title":"Supply network protection under capacity constraint","year":2013,"lang":"en","type":"article","venue":"International Conference on Industrial Engineering and Systems Management","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Constraint (computer-aided design); Computer science; Game theory; Supply chain; Facility location problem; Computer security; Operations research; Capacity planning; Microeconomics; Business; Engineering; Economics","score_opus":0.044924753209873394,"score_gpt":0.21826835050801363,"score_spread":0.17334359729814025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583215525","genre_codex":"methods","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":[0.09875619,0.00036769715,0.8612609,0.0008594487,0.00007484283,0.00014947362,0.00031066668,0.0002859044,0.037934877],"genre_scores_gemma":[0.9809903,0.00021798948,0.013645025,0.00006222911,0.000015880267,0.00005724941,0.000062961684,0.000027522137,0.004920815],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900204,0.00030490462,0.000024562556,0.00018619117,0.00020286288,0.00027953857],"domain_scores_gemma":[0.9985043,0.00076114654,0.000227712,0.00015103715,0.00023800397,0.00011780185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008231649,0.00080434873,0.00061772263,0.00064566865,0.0007534422,0.0016175667,0.0015816708,0.0013267777,0.006287804],"category_scores_gemma":[0.0033975372,0.00034467783,0.00042458417,0.00088235404,0.001125668,0.002782209,0.0016278487,0.0011674489,0.000401201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098980716,0.000039827515,0.00064187084,0.0001527894,0.000034654626,0.0005396853,0.00011783994,0.82284075,0.005098848,0.14694764,0.002178793,0.021308243],"study_design_scores_gemma":[0.000024097753,0.00012543375,0.00047387302,0.000054072316,0.000026484207,0.0004494158,0.00016414642,0.8858094,0.0026125396,0.10424445,0.005985197,0.000030815914],"about_ca_topic_score_codex":0.0045521082,"about_ca_topic_score_gemma":0.002409862,"teacher_disagreement_score":0.006287804,"about_ca_system_score_codex":0.0019684967,"about_ca_system_score_gemma":0.0015479936,"threshold_uncertainty_score":0.021034837},"labels":[],"label_agreement":null},{"id":"W2533001308","doi":"","title":"Special session — Value chain in natural resource sector: How to deal with uncertainty and multipurpose uses?","year":2013,"lang":"en","type":"article","venue":"International Conference on Industrial Engineering and Systems Management","topic":"Mining Techniques and Economics","field":"Engineering","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":"École de Technologie Supérieure","funders":"","keywords":"Session (web analytics); Context (archaeology); Computer science; Natural resource; Resource (disambiguation); Stochastic programming; Supply chain; Net present value; Value (mathematics); Operations research; Environmental economics; Risk analysis (engineering); Production (economics); Business; Engineering; Economics; Marketing","score_opus":0.03573188429422832,"score_gpt":0.21980212113963069,"score_spread":0.18407023684540236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533001308","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067330203,0.06804727,0.09691771,0.2920106,0.39485818,0.000908055,0.0015857276,0.0014644422,0.137475],"genre_scores_gemma":[0.070617385,0.06662686,0.04419897,0.034610502,0.30491275,0.0007830735,0.002994652,0.0011016923,0.47415414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858236,0.00038052117,0.00008549124,0.00032190696,0.00038293184,0.00024676544],"domain_scores_gemma":[0.99586535,0.0010305833,0.00016332646,0.00018793598,0.0017345436,0.0010182746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029399486,0.0011533848,0.0012260713,0.00066131505,0.0016951172,0.006600309,0.00203515,0.00478534,0.06416483],"category_scores_gemma":[0.0050898166,0.0003840315,0.0016585009,0.0008188562,0.0008897251,0.007281146,0.0031866222,0.006897247,0.015971363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007091647,0.00010319919,0.00032597303,0.0005000899,0.000029977937,0.00015713098,0.0001541375,0.0014115971,0.0007681604,0.018320624,0.9198181,0.058340017],"study_design_scores_gemma":[0.000019266736,0.000112193775,0.0004954574,0.0005641646,0.000025722627,0.00021997817,0.0006555233,0.0032484587,0.0005110204,0.022633385,0.97147053,0.000044372504],"about_ca_topic_score_codex":0.0013164694,"about_ca_topic_score_gemma":0.0028510778,"teacher_disagreement_score":0.06416483,"about_ca_system_score_codex":0.0024275999,"about_ca_system_score_gemma":0.0024917603,"threshold_uncertainty_score":0.21465278},"labels":[],"label_agreement":null}]}