{"meta":{"query_hash":"f66db756ae2b","filters":{"venue":"Lecture notes on multidisciplinary industrial engineering"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/f66db756ae2b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lecture+notes+on+multidisciplinary+industrial+engineering"},"results":[{"id":"W3001302575","doi":"10.1007/978-981-13-8468-4","title":"Advances in Engineering Design and Simulation","year":2019,"lang":"en","type":"book","venue":"Lecture notes on multidisciplinary industrial engineering","topic":"Soil, Finite Element Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"","keywords":"Computer science; Systems engineering; Engineering","score_opus":0.03571604398103346,"score_gpt":0.2797697076600169,"score_spread":0.24405366367898346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001302575","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019019452,0.09058259,0.66753906,0.0023941046,0.005983124,0.00007916417,0.0004805822,0.0027250526,0.22831436],"genre_scores_gemma":[0.03838134,0.10012929,0.38361508,0.0007944343,0.00262264,0.00036683172,0.0016875772,0.0020711296,0.47033167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990007,0.0001416162,0.00004986671,0.00010344226,0.0006611882,0.00004316962],"domain_scores_gemma":[0.9989447,0.0004018198,0.000028329701,0.00024504724,0.00032634212,0.000053865788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097208266,0.0017155976,0.001794739,0.0018262366,0.0004432322,0.0023402292,0.00151192,0.0013235688,0.027949437],"category_scores_gemma":[0.0020224527,0.0009075341,0.0009146698,0.0023147694,0.000977268,0.0021479588,0.0017523967,0.0022518921,0.020865582],"study_design_candidate":"not_applicable","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":[0.000034201294,0.00007922095,0.00023938438,0.00085773086,0.00006662718,0.00006748898,0.00011988147,0.036809772,0.0037905327,0.13359822,0.14123882,0.6830981],"study_design_scores_gemma":[0.000014150581,0.000037946244,0.0003856924,0.00035329218,0.000031823813,0.0001900971,0.00004803873,0.07364324,0.002297987,0.106476516,0.81649035,0.00003081286],"about_ca_topic_score_codex":0.0013808182,"about_ca_topic_score_gemma":0.0016347496,"teacher_disagreement_score":0.027949437,"about_ca_system_score_codex":0.0006740411,"about_ca_system_score_gemma":0.00094876636,"threshold_uncertainty_score":0.09350014},"labels":[],"label_agreement":null}]}