{"meta":{"query_hash":"cf3d93d460ea","filters":{"venue":"CISM International Centre for Mechanical Sciences"},"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/cf3d93d460ea","api":"https://metacan.xera.ac/api/v1/cohort?venue=CISM+International+Centre+for+Mechanical+Sciences"},"results":[{"id":"W12027621","doi":"10.1007/3-211-38053-1_23","title":"Model-To-Part: A Road Map for the CNC Machine of the Future","year":2007,"lang":"en","type":"book-chapter","venue":"CISM International Centre for Mechanical Sciences","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Machining; Workspace; Numerical control; Machine tool; Computer science; Controller (irrigation); Engineering drawing; Engineering; Control engineering; Mechanical engineering; Artificial intelligence; Robot","score_opus":0.028346485404282307,"score_gpt":0.2544514338522695,"score_spread":0.22610494844798718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W12027621","genre_codex":"methods","genre_gemma":"other","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":[0.000069816495,0.0015504882,0.9078823,0.010907584,0.013706624,0.0024605624,0.0013533449,0.00015206615,0.06191727],"genre_scores_gemma":[0.22138195,0.0012698601,0.07334416,0.0032412622,0.008763366,0.0003332692,0.0004330752,0.00033763528,0.69089544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988589,0.0000023473192,0.00028113674,0.00023363378,0.0004361884,0.00018778617],"domain_scores_gemma":[0.99945265,0.00011206044,0.00010928001,0.00014829241,0.00012648049,0.000051246432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003137737,0.00017318061,0.00015339299,0.00006366616,0.00015148974,0.00004889376,0.00086784654,0.00013919338,0.0002021424],"category_scores_gemma":[0.000034295655,0.000097933356,0.00019417725,0.00003478603,0.00005412198,0.00005646694,0.000090249516,0.00013330417,0.000004355543],"study_design_candidate":"simulation_or_modeling","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":[0.00003315032,0.000010262057,8.839153e-7,0.000082887214,0.000067857225,1.3752087e-7,0.00008427469,0.29040316,0.000020016101,0.67659706,0.005643597,0.027056701],"study_design_scores_gemma":[0.0001269926,0.000021478378,0.000002688336,0.00008488097,0.000028742536,7.3965316e-7,0.000011002234,0.62594676,0.0006884128,0.046202198,0.32675713,0.00012895562],"about_ca_topic_score_codex":0.0000031586287,"about_ca_topic_score_gemma":0.00009023586,"teacher_disagreement_score":0.8345381,"about_ca_system_score_codex":0.00005192438,"about_ca_system_score_gemma":0.000029051904,"threshold_uncertainty_score":0.39936063},"labels":[],"label_agreement":null}]}