{"meta":{"query_hash":"cb25d1cdcd97","filters":{"venue":"Machinery & Electronics"},"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/cb25d1cdcd97","api":"https://metacan.xera.ac/api/v1/cohort?venue=Machinery+%26+Electronics"},"results":[{"id":"W2378382238","doi":"","title":"Development on the Manipulator of the Automatic Welding Equipment for Steel Mesh Welding","year":2008,"lang":"en","type":"article","venue":"Machinery & Electronics","topic":"Industrial Technology and Control Systems","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":"Nickel Institute","funders":"","keywords":"Welding; Debugging; Robot welding; Manipulator (device); GRASP; Key (lock); Computer science; Mechanical engineering; Engineering; Engineering drawing; Robotic arm; Operating system","score_opus":0.023474399695418684,"score_gpt":0.212129487893142,"score_spread":0.18865508819772334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2378382238","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015093139,0.0028700696,0.9512532,0.00026890638,0.0003916765,0.00027969122,0.00013900107,0.0027601437,0.026944203],"genre_scores_gemma":[0.15754242,0.0042814454,0.78523093,0.00016824451,0.00038627454,0.00046689375,0.0008666583,0.0002538731,0.050803307],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994821,0.000046425732,0.00002257454,0.00008958118,0.00031404704,0.000045347904],"domain_scores_gemma":[0.9996737,0.00003659247,0.0000247812,0.00003547391,0.00020013853,0.000029351495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005377019,0.00063271227,0.00042618043,0.00093159644,0.00046420973,0.00045651628,0.0011381286,0.000881384,0.0069765192],"category_scores_gemma":[0.00055674097,0.0003953714,0.0005475936,0.0006387304,0.00027627376,0.0010709811,0.0005355669,0.00090552197,0.0026068948],"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":[0.00013671261,0.00013323997,0.0023988124,0.0009890734,0.000051610918,0.00063759333,0.00065003854,0.012263813,0.27026984,0.047181904,0.01333816,0.6519493],"study_design_scores_gemma":[0.00018842136,0.0019005563,0.01077663,0.00045064956,0.000109646615,0.005424631,0.00021295584,0.08370167,0.15862918,0.007718165,0.7306549,0.00023256506],"about_ca_topic_score_codex":0.00112202,"about_ca_topic_score_gemma":0.00092930306,"teacher_disagreement_score":0.0069765192,"about_ca_system_score_codex":0.00036562487,"about_ca_system_score_gemma":0.0009133818,"threshold_uncertainty_score":0.023338795},"labels":[],"label_agreement":null}]}