{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"2c6d6ea4e21f","filters":{"venue":"한국소음진동공학회 학술대회논문집"}},"results":[{"id":"W2738821322","doi":"","title":"Vibration Control of Quarter Vehicle Suspension System for In-Wheel Motor Type Electric Vehicle with MR Damper","year":2016,"lang":"en","type":"article","venue":"한국소음진동공학회 학술대회논문집","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Damper; Suspension (topology); Automotive engineering; Vibration; Electric vehicle; Quarter (Canadian coin); Engineering; Vibration control; Car model; Structural engineering; Physics; Acoustics; Mathematics; Power (physics)","authors":[{"name":"Jiong-Min Park","is_ca":false},{"name":"Seung‐Bok Choi","is_ca":false},{"name":"Jung Woo Sohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003479873092758737,"gpt":0.1700499026927664,"spread":0.1665700296000077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970912,0.0002498344,0.0002762674,0.0001197435,0.0003182674,0.0002942698,0.0003384518,0.0002914034,0.002018364],"category_scores_gemma":[0.0002169857,0.0001023481,0.0001707524,0.00006158303,0.0001474793,0.0001309112,0.0002064091,0.0001882146,0.0001730905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737302,"about_ca_system_score_gemma":0.0001752929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318483,"about_ca_topic_score_gemma":0.002879569,"domain_scores_codex":[0.9999062,0.00002288342,0.000006215403,0.00001990143,0.00002542014,0.00001941629],"domain_scores_gemma":[0.9998899,0.00002800036,0.00001834726,0.000009692367,0.00004458072,0.000009521394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003092715,0.0002986982,0.004555783,0.0005803673,0.0001550034,0.0006867545,0.0008760085,0.2351382,0.5903172,0.003636381,0.002520756,0.158142],"study_design_scores_gemma":[0.00005994251,0.0009279051,0.004480407,0.00001381633,0.00003466643,0.00007231558,0.0001071501,0.9728046,0.01996525,0.0003393804,0.001180745,0.00001375675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.728999,0.0003571757,0.2607732,0.0002284558,0.000158461,0.0000457403,0.00006373309,0.0004442306,0.008930015],"genre_scores_gemma":[0.9974287,0.00002238363,0.001295813,0.000006793317,0.000004736069,0.000006227297,0.00001058473,0.000003462689,0.001221247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002318483,"threshold_uncertainty_score":0.006752074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1499377802","doi":"","title":"실험적 MR댐퍼 모델을 사용한 1/4 차량 진동 시뮬레이션","year":2005,"lang":"ko","type":"article","venue":"한국소음진동공학회 학술대회논문집","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Damper; Quarter (Canadian coin); Nonlinear system; Suspension (topology); Engineering; Simulation; Control theory (sociology); Structural engineering; Computer science; Mathematics; Physics; Control (management); Artificial intelligence","authors":[{"name":"백운경","is_ca":false},{"name":"양보석","is_ca":false},{"name":"Jong Seok Lee","is_ca":false},{"name":"강태호","is_ca":false},{"name":"류성원","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009169965531289442,"gpt":0.2396096211734126,"spread":0.2304396556421232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550507,0.0001591708,0.0001909351,0.0001400962,0.0002741309,0.0003670157,0.0002899026,0.0001842719,0.005041325],"category_scores_gemma":[0.0003308525,0.0001066372,0.0001500211,0.00011692,0.00018171,0.0004179145,0.0001915292,0.0002055187,0.00145915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175142,"about_ca_system_score_gemma":0.0003029896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102737,"about_ca_topic_score_gemma":0.001067837,"domain_scores_codex":[0.9998968,0.00001654866,0.000004698555,0.00001664515,0.00005300145,0.00001234502],"domain_scores_gemma":[0.9998627,0.00003303268,0.00001773409,0.00002827788,0.00005058308,0.000007665571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004483838,0.0001938521,0.005424862,0.0003055319,0.00004389544,0.0001607277,0.0002216823,0.3421178,0.2329926,0.04519508,0.004150414,0.3687452],"study_design_scores_gemma":[0.0000155019,0.0002182288,0.002286426,0.00000850959,0.00001969737,0.0002092146,0.00005373689,0.9176627,0.05379861,0.003406674,0.02229611,0.00002447979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2778842,0.0005379819,0.6652399,0.0003136798,0.0001832921,0.00008329745,0.0001601749,0.001620664,0.05397681],"genre_scores_gemma":[0.8911887,0.000359997,0.0859995,0.00004306869,0.00003240248,0.00006874523,0.0001718201,0.0001504422,0.02198535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005041325,"threshold_uncertainty_score":0.01686496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}