{"meta":{"query_hash":"49dd40b13b7d","filters":{"venue":"Journal of Industrial Engineering"},"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/49dd40b13b7d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Industrial+Engineering"},"results":[{"id":"W1978616476","doi":"10.1155/2013/201907","title":"Collaborative Decision-Making in Product Design: An Interactive Multiobjective Approach","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Engineering","topic":"Optimization and Mathematical Programming","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 de Montréal; Polytechnique Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Mathematical optimization; Computer science; Compromise; Multi-objective optimization; Pareto principle; Convergence (economics); Linear programming; Product (mathematics); Multiobjective programming; Process (computing); Pareto optimal; Group decision-making; Goal programming; Operations research; Mathematics","score_opus":0.022233138726763337,"score_gpt":0.2584301544068281,"score_spread":0.23619701568006476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978616476","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08111526,0.00012897828,0.9167366,0.000017706117,0.00076760456,0.0006661817,0.0000011860391,0.00009763058,0.00046886437],"genre_scores_gemma":[0.79578084,0.000007589932,0.20389104,0.0000045299967,0.00026185013,0.000020591393,5.0490905e-7,0.000030760428,0.0000022878642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988493,0.000045779994,0.0005687209,0.00011334882,0.00020321818,0.00021964351],"domain_scores_gemma":[0.999081,0.0003451792,0.00012369294,0.00010216868,0.00023885783,0.00010905837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044106392,0.00017268433,0.00032445684,0.00038253085,0.000022147042,0.00011332458,0.00015633448,0.00010811271,0.00004010974],"category_scores_gemma":[0.0011331968,0.00015228007,0.000050957544,0.00058134104,0.000013134896,0.0010165423,0.00001913347,0.0006047143,0.000005098739],"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":[0.000033979704,0.00006938031,0.000022398743,0.000012338363,0.00004519766,0.0000074088102,0.0012002906,0.95522267,0.0008591568,0.00004644274,0.00013161966,0.042349126],"study_design_scores_gemma":[0.001015628,0.00012741091,0.00010958747,0.00039964984,0.000015070163,0.0000420697,0.0012508843,0.99470186,0.0018268328,0.00018507928,0.00010116895,0.0002247579],"about_ca_topic_score_codex":0.0000024944372,"about_ca_topic_score_gemma":4.436351e-7,"teacher_disagreement_score":0.7146656,"about_ca_system_score_codex":0.00021885999,"about_ca_system_score_gemma":0.000051836305,"threshold_uncertainty_score":0.62098014},"labels":[],"label_agreement":null},{"id":"W2051682492","doi":"10.1155/2015/349716","title":"Robust Design Optimization of a 4-UPS-S Parallel Manipulator for Orientation-Regulating Control System of Solar Gather Panels","year":2015,"lang":"en","type":"article","venue":"Journal of Industrial Engineering","topic":"Robotic Mechanisms and Dynamics","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":"Ontario Tech University","funders":"National Natural Science Foundation of China","keywords":"Jacobian matrix and determinant; Robustness (evolution); Parallel manipulator; Control theory (sociology); Computer science; Kinematics; Inverse; Multi-objective optimization; Optimization problem; Mathematical optimization; Mathematics; Control (management); Artificial intelligence; Robot","score_opus":0.0781356058860964,"score_gpt":0.2213671676836014,"score_spread":0.143231561797505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051682492","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009944866,0.00007523865,0.98865944,0.0000070843557,0.0009538861,0.00030809373,0.000008351081,0.000031761232,0.000011280689],"genre_scores_gemma":[0.5782464,0.0000027684694,0.42136866,0.0000010273377,0.00032962585,0.0000058552746,0.000002107075,0.000039409508,0.0000041671638],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863017,0.00002406693,0.000856413,0.00006941406,0.00025314698,0.00016676362],"domain_scores_gemma":[0.9989384,0.00015120524,0.00039320192,0.00010268833,0.00029888685,0.00011564955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007859156,0.0001438984,0.00044442303,0.00016844051,0.000015723273,0.000017384808,0.00012146863,0.00016516204,0.0000036396902],"category_scores_gemma":[0.00028890278,0.00013480338,0.00011453549,0.00015350213,0.0000069965504,0.00017632572,0.0000074974496,0.00015302381,1.7529763e-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":[0.00010057792,0.000012561858,0.000046841946,0.000102674654,0.00012287694,0.0000023339217,0.00013499365,0.99594516,0.0020711664,0.0011223474,0.000027718852,0.00031077967],"study_design_scores_gemma":[0.0032627871,0.00020754215,0.000008253114,0.00031564574,0.00009747255,0.000028813694,0.0003014001,0.994243,0.0013956629,0.000018671282,0.000006887159,0.000113861715],"about_ca_topic_score_codex":0.00000439972,"about_ca_topic_score_gemma":1.1070038e-7,"teacher_disagreement_score":0.5683015,"about_ca_system_score_codex":0.00012989991,"about_ca_system_score_gemma":0.000075223536,"threshold_uncertainty_score":0.54971224},"labels":[],"label_agreement":null}]}