{"meta":{"query_hash":"0186edefd72c","filters":{"venue":"Journal for Manufacturing Science and Production"},"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/0186edefd72c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+for+Manufacturing+Science+and+Production"},"results":[{"id":"W2027969485","doi":"10.1515/ijmsp.2003.5.1-2.67","title":"The Improvement of Geometric Accuracy of FMS Machine Through Retrofitting and Compensation","year":2003,"lang":"en","type":"article","venue":"Journal for Manufacturing Science and Production","topic":"Manufacturing Process and Optimization","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":"Imperial Metals (Canada)","funders":"Engineering and Physical Sciences Research Council; University of Arizona","keywords":"Retrofitting; Compensation (psychology); Computer science; Automotive engineering; Engineering drawing; Manufacturing engineering; Engineering; Structural engineering; Psychology","score_opus":0.014538863093274415,"score_gpt":0.24900459292564847,"score_spread":0.23446572983237407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027969485","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":[0.9852229,0.00084075023,0.012707977,0.00014688719,0.00075087906,0.00019694243,0.000001071276,0.000013301154,0.000119316406],"genre_scores_gemma":[0.99567455,0.001653286,0.002573365,0.0000045456322,0.000052159863,0.0000033951965,4.5993525e-7,0.000006168059,0.00003209308],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992355,0.000007619063,0.00026026505,0.0001192011,0.00023443591,0.0001429926],"domain_scores_gemma":[0.9994707,0.00006916725,0.00019139366,0.000089234636,0.00015083258,0.000028673301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013449921,0.00007309922,0.00009653903,0.0001371999,0.000468402,0.00008026678,0.00007547225,0.000020842861,0.0000019014699],"category_scores_gemma":[0.00051716535,0.00005001595,0.000018241015,0.00019258422,0.00010793777,0.00050790765,0.0000131056195,0.00009448705,4.8117766e-8],"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":[0.00007649176,0.000042744636,0.0012522232,0.0013157576,0.0000686192,3.0774436e-7,0.0018187133,0.16274408,0.09244602,0.0016905215,0.00018442312,0.7383601],"study_design_scores_gemma":[0.00017930676,0.00009590563,0.003958533,0.000037790775,0.0000146075745,0.000027151866,0.00017604648,0.003255345,0.9879682,0.0025536653,0.0016612763,0.00007216717],"about_ca_topic_score_codex":0.000006469618,"about_ca_topic_score_gemma":0.0000012403519,"teacher_disagreement_score":0.8955222,"about_ca_system_score_codex":0.000035597706,"about_ca_system_score_gemma":0.000022649032,"threshold_uncertainty_score":0.36026168},"labels":[],"label_agreement":null},{"id":"W2331723076","doi":"10.1515/jmsp-2014-0051","title":"Magnetic Damping of Liquid Steel Flows in Horizontal Single Belt Casting (HSBC)","year":2015,"lang":"en","type":"article","venue":"Journal for Manufacturing Science and Production","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Nozzle; Magnetic field; Turbulence; Mechanics; Fluent; Materials science; Liquid metal; Flow (mathematics); Work (physics); Rotating magnetic field; Casting; Brake; Mechanical engineering; Computational fluid dynamics; Engineering; Physics; Metallurgy","score_opus":0.030358520362125715,"score_gpt":0.24567595187871635,"score_spread":0.21531743151659063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331723076","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":[0.9956706,0.00043289218,0.002176135,0.00007499874,0.0011648232,0.00011381343,6.881983e-7,0.000020701074,0.00034530964],"genre_scores_gemma":[0.99816114,0.00005592235,0.0015043126,0.0000036416093,0.0002318329,0.0000025790173,5.043204e-7,0.000009559218,0.000030497471],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912965,0.000007907415,0.0002368853,0.00015136512,0.00025670338,0.00021747686],"domain_scores_gemma":[0.9996407,0.000015452222,0.000061218416,0.000074171236,0.00011184243,0.000096607255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099513,0.000087397035,0.0001283303,0.00018166046,0.00012050136,0.00006803811,0.00010875506,0.000029759212,0.0000024915967],"category_scores_gemma":[0.00019593438,0.00007305043,0.000022963186,0.00017597424,0.000064277796,0.00053863454,0.0000232661,0.00014719395,4.5454783e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018446507,0.00007504704,0.00004031103,0.00046296988,0.000013595829,0.000009169266,0.0018507328,0.31189483,0.5648272,0.00014980158,0.00003024453,0.12046166],"study_design_scores_gemma":[0.0013709514,0.0023592876,0.0026626312,0.00048695417,0.000051150997,0.0011711131,0.0018251024,0.45892474,0.51964533,0.0073389756,0.003480209,0.00068356574],"about_ca_topic_score_codex":0.0000090550075,"about_ca_topic_score_gemma":0.000016225855,"teacher_disagreement_score":0.14702992,"about_ca_system_score_codex":0.00011336663,"about_ca_system_score_gemma":0.000043533197,"threshold_uncertainty_score":0.29789102},"labels":[],"label_agreement":null}]}