{"meta":{"query_hash":"bc1c7532ded6","filters":{"venue":"Journal of Industrial Mathematics"},"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/bc1c7532ded6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Industrial+Mathematics"},"results":[{"id":"W2072011376","doi":"10.1155/2013/260918","title":"Multiobjective Optimization of a Benfield HiPure Gas Sweetening Unit","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Mathematics","topic":"Process Optimization and Integration","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Abu Dhabi National Oil Company","keywords":"Natural gas; Multi-objective optimization; Reboiler; Substitute natural gas; Natural-gas processing; Pareto principle; Maximization; Sour gas; Process (computing); Process engineering; Computer science; Mathematical optimization; Heat exchanger; Engineering; Chemistry; Waste management; Mathematics; Hydrogen; Syngas; Mechanical engineering","score_opus":0.03370847569969862,"score_gpt":0.23348006658934362,"score_spread":0.199771590889645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072011376","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7040898,0.00026695995,0.28310353,0.00019672606,0.00002930775,0.000117748095,0.00013336424,0.00022228254,0.011840222],"genre_scores_gemma":[0.9695728,0.00008457505,0.026589382,0.000019931662,0.000003004508,0.00006851003,0.00004542406,0.000013515717,0.0036028079],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998579,0.00003958798,0.00000530028,0.000021710246,0.000044668963,0.000030839474],"domain_scores_gemma":[0.9998561,0.00007889743,0.00001968771,0.000009515861,0.000021998845,0.0000136850795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005196002,0.00052856427,0.00057094387,0.00032098638,0.0003841373,0.00075353845,0.00042828213,0.00091568794,0.0019046556],"category_scores_gemma":[0.00047014563,0.0002467473,0.00050715,0.00027850506,0.00037678872,0.0003381309,0.0005576427,0.0004520859,0.00013307264],"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":[0.00006803183,0.000031102365,0.00025308685,0.000034702094,0.0000096082695,0.00006297048,0.000015894897,0.9858575,0.0076491754,0.00071738276,0.00006647021,0.0052340915],"study_design_scores_gemma":[0.000008599615,0.00008706385,0.00022680263,0.0000029680673,0.0000057100287,0.000008034787,0.00001066133,0.99503666,0.0041895695,0.00022751644,0.00019173264,0.000004626094],"about_ca_topic_score_codex":0.005865216,"about_ca_topic_score_gemma":0.003775119,"teacher_disagreement_score":0.005865216,"about_ca_system_score_codex":0.0007116053,"about_ca_system_score_gemma":0.0008147408,"threshold_uncertainty_score":0.011662126},"labels":[],"label_agreement":null},{"id":"W2150073050","doi":"10.1155/2014/543056","title":"Cross Correlation for Condition Monitoring of Variable Load and Speed Gearboxes","year":2014,"lang":"en","type":"article","venue":"Journal of Industrial Mathematics","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Vale Canada Limited","keywords":"Novelty detection; Computer science; Novelty; Feature (linguistics); Power (physics); Vibration; Condition monitoring; Variable (mathematics); Mode (computer interface); Real-time computing; Control theory (sociology); Control engineering; Artificial intelligence; Engineering; Mathematics","score_opus":0.026567226149072257,"score_gpt":0.2631838283414418,"score_spread":0.23661660219236952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150073050","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":[0.24216774,0.0005769728,0.7542687,0.00013807364,0.000064096654,0.00006118911,0.00015233272,0.0010577991,0.0015130584],"genre_scores_gemma":[0.91220945,0.0001853742,0.086413,0.000037274684,0.000039753613,0.000043313183,0.00019985,0.000040607025,0.00083137286],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995208,0.00009236599,0.000026019528,0.0001373936,0.00018453275,0.000038869235],"domain_scores_gemma":[0.9990408,0.0004715807,0.00015955778,0.00009077225,0.00019757984,0.00003964309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009152775,0.00048310682,0.00039439494,0.0012823243,0.00023503427,0.00038293898,0.00038241528,0.00046214502,0.00090466434],"category_scores_gemma":[0.002948176,0.00021155066,0.0003047841,0.00074567576,0.000282864,0.0005283416,0.00051198865,0.00039699278,0.00026002698],"study_design_candidate":"bench_or_experimental","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":[0.0010154838,0.00040881356,0.026114246,0.0002454591,0.00018767468,0.00050006865,0.0002785682,0.20744228,0.15836543,0.005579012,0.0021000665,0.59776294],"study_design_scores_gemma":[0.0000110075425,0.0001634402,0.01467028,0.0000090050935,0.000023590386,0.00020501557,0.000030040146,0.9648318,0.017960168,0.0013928314,0.0006790734,0.000023749164],"about_ca_topic_score_codex":0.0010286832,"about_ca_topic_score_gemma":0.0012625717,"teacher_disagreement_score":0.0012823243,"about_ca_system_score_codex":0.00031979696,"about_ca_system_score_gemma":0.00030845244,"threshold_uncertainty_score":0.004840493},"labels":[],"label_agreement":null}]}