{"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":"methods","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":[0.20792802,0.00010427274,0.78615737,0.00018242942,0.0006127622,0.0003401888,0.0000046309183,0.00005822446,0.0046120794],"genre_scores_gemma":[0.92356807,0.00007320166,0.07604251,0.000015303856,0.0002302396,0.000004303581,0.00000329773,0.00002265757,0.000040412506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990707,0.00001690996,0.0006006393,0.000036986585,0.00018645363,0.000088331035],"domain_scores_gemma":[0.9989777,0.00009083626,0.00036291694,0.000073210635,0.0004434079,0.000051913976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016772894,0.0000962515,0.00022855279,0.00016762277,0.000022651035,0.00003734712,0.00011241797,0.00015687771,0.00028806794],"category_scores_gemma":[0.0005001799,0.000078202436,0.00006533121,0.00021899617,0.000016759224,0.00038703554,0.00000872743,0.000266985,0.0000046226764],"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":[0.000009630292,0.000057299032,0.00012000029,0.00005122562,0.00007299314,7.5110813e-7,0.0010925193,0.9905628,0.0020915605,0.000506577,0.0015439244,0.0038907197],"study_design_scores_gemma":[0.0008574181,0.00014925677,0.000011934352,0.0003480764,0.00004842909,0.000024035144,0.0014127205,0.9763385,0.019804968,0.00082958787,0.000061573766,0.00011351158],"about_ca_topic_score_codex":0.000005482865,"about_ca_topic_score_gemma":7.309272e-7,"teacher_disagreement_score":0.71564007,"about_ca_system_score_codex":0.000048256134,"about_ca_system_score_gemma":0.000038110862,"threshold_uncertainty_score":0.31890026},"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":"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":[0.9061155,0.00006014473,0.0913495,0.000012179512,0.0017295894,0.00016767453,0.0000049996947,0.000019280826,0.0005411577],"genre_scores_gemma":[0.9958775,0.000005738874,0.0032409704,0.0000011783525,0.0007955729,0.0000015313094,3.2629666e-7,0.000011773814,0.00006540906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992453,0.00001503969,0.00048023058,0.000031236596,0.00015579193,0.00007243752],"domain_scores_gemma":[0.9992619,0.00022145832,0.0002798992,0.000053540054,0.00014453709,0.000038622125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006441413,0.00006423071,0.0002270084,0.00005899751,0.00002689607,0.000035260655,0.000044199292,0.00011580665,0.00000769701],"category_scores_gemma":[0.00046944057,0.000056043777,0.00004485112,0.000060203878,0.0000138480855,0.00011848092,0.0000037403536,0.00012522498,8.829421e-7],"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":[0.0007112202,0.0003244528,0.021368649,0.0023661295,0.0010880701,0.000004054036,0.0039345343,0.5740605,0.3354513,0.012813557,0.002995323,0.04488218],"study_design_scores_gemma":[0.009549929,0.0007462528,0.00066915463,0.0014258692,0.00022145426,0.00014735192,0.00089870184,0.93311733,0.039948743,0.009029827,0.0039411457,0.00030426373],"about_ca_topic_score_codex":0.0000028183545,"about_ca_topic_score_gemma":1.7808706e-7,"teacher_disagreement_score":0.3590568,"about_ca_system_score_codex":0.000045326055,"about_ca_system_score_gemma":0.000017178127,"threshold_uncertainty_score":0.22853988},"labels":[],"label_agreement":null}]}