{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b76ceccc7395","filters":{"venue":"Research Corridor Journal of Engineering Science"}},"results":[{"id":"W7135223116","doi":"10.66320/epvkrp64","title":"Topology Optimization, CAD Modelling, and FEA: Advancements with Ansys, Abaqus, and Hyper work","year":2024,"lang":"","type":"article","venue":"Research Corridor Journal of Engineering Science","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"CAD; Suite; Topology optimization; Computer Aided Design; Software; Rapid prototyping; New product development; Virtual prototyping; Product (mathematics)","authors":[{"name":"Danish Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02374936733198402,"gpt":0.2973858617132021,"spread":0.2736364943812181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002362407,0.001230259,0.0008883486,0.00190638,0.0007472866,0.002776385,0.001399601,0.001340032,0.009122016],"category_scores_gemma":[0.003620421,0.000974319,0.001201748,0.001776376,0.001460315,0.00274023,0.001782707,0.002168221,0.003433275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008535014,"about_ca_system_score_gemma":0.001374593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002614488,"about_ca_topic_score_gemma":0.002320102,"domain_scores_codex":[0.9974862,0.0004681358,0.0001258046,0.0001976599,0.001640068,0.00008198932],"domain_scores_gemma":[0.9981414,0.0005913974,0.0001894463,0.0003347529,0.0006612393,0.00008180457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009865481,0.0001655019,0.001711053,0.001066743,0.0001490688,0.0002002026,0.0003868921,0.2818119,0.0188958,0.1614117,0.03042432,0.5036783],"study_design_scores_gemma":[0.00005344307,0.0001259947,0.001268029,0.0003148638,0.00005694571,0.000431054,0.0001141531,0.608082,0.017311,0.05821944,0.3138931,0.000129966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003786601,0.002694555,0.9664493,0.0007988526,0.0003058636,0.0001150088,0.0002391747,0.003762365,0.02184824],"genre_scores_gemma":[0.137091,0.008764102,0.8338599,0.0006776892,0.0004135606,0.0007677705,0.001500284,0.003241251,0.01368438],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009122016,"threshold_uncertainty_score":0.03051615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}