{"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":"21d12559ce6e","filters":{"venue":"Sound&Vibration"}},"results":[{"id":"W2461159398","doi":"","title":"Bicycle Structural Dynamics","year":2007,"lang":"en","type":"article","venue":"Sound&Vibration","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Openness to experience; Teamwork; Engineering; Knowledge transfer; Engineering ethics; Knowledge management; Honesty; Technology transfer; Engineering management; Psychology; Management; Computer science","authors":[{"name":"Yvan Champoux","is_ca":false},{"name":"Stuart‐Turner Richard","is_ca":false},{"name":"Jean-Marc Drouet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01431972042754385,"gpt":0.3369107384567071,"spread":0.3225910180291632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004030684,0.0001275949,0.0001691064,0.0001537592,0.0001574339,0.00004456829,0.00005545936,0.0001269518,0.0001750193],"category_scores_gemma":[0.0001782305,0.0001179875,0.00005872121,0.0002646262,0.00005146095,0.0003295656,0.0000173323,0.0001898292,0.0001261001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264102,"about_ca_system_score_gemma":0.0001120805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004828259,"about_ca_topic_score_gemma":0.0003754614,"domain_scores_codex":[0.9988298,0.00003536826,0.0003166158,0.0002198498,0.0003183254,0.000280031],"domain_scores_gemma":[0.9992172,0.0001173999,0.0001082202,0.0002698818,0.0001099024,0.0001774061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001774085,0.0003764061,0.596889,0.0009052648,0.0001862516,0.0001487572,0.002622776,0.000430849,0.06267443,0.1920574,0.00344455,0.1384902],"study_design_scores_gemma":[0.002015184,0.0008108141,0.9339786,0.00006203209,0.00005474261,0.0001416113,0.0004504535,0.03793119,0.01027701,0.01341719,0.0005386674,0.0003224855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041598,0.00006002721,0.08622734,0.002610123,0.0004019516,0.000497019,0.000005419371,0.0002087532,0.005829581],"genre_scores_gemma":[0.9893663,0.000004137386,0.007628318,0.001858052,0.0004779156,0.000005132915,0.0002574123,0.00002664015,0.0003761016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370896,"threshold_uncertainty_score":0.4811392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}