{"id":"W4394027386","doi":"10.5281/zenodo.10322072","title":"Bridge Plate","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Structural engineering; Geology; Engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001633443,0.0002331558,0.0002391738,0.0003470547,0.0004798564,0.0005342768,0.0008714793,0.0001599859,0.01900284],"category_scores_gemma":[0.000103709,0.0002528174,0.00009058741,0.0004339284,0.00004846379,0.0001313731,0.0003479923,0.0004738496,0.02692065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487063,"about_ca_system_score_gemma":0.000001522017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001490513,"about_ca_topic_score_gemma":2.618014e-7,"domain_scores_codex":[0.9988003,0.00006211437,0.0002451373,0.000299762,0.00028658,0.0003060645],"domain_scores_gemma":[0.9990367,0.00001402451,0.00005168112,0.0006146259,0.0001507134,0.000132291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004131614,0.000006601771,1.420702e-8,0.0001716315,0.00009759383,0.000006037562,0.00003186523,0.01606954,0.0001125733,0.0000266837,0.9738216,0.009651667],"study_design_scores_gemma":[0.0001693638,0.00003489108,0.00003791194,0.00003283509,0.00004004413,0.00004661652,0.0000128678,0.00767572,0.00005301641,0.000007139166,0.9916136,0.0002760268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007284997,0.0001253937,0.005941194,0.00004533517,0.000414791,0.0002053828,0.9852412,0.001331718,0.006622133],"genre_scores_gemma":[0.003310468,0.0002970742,0.00004199835,0.00004239657,0.0001854045,1.83225e-8,0.9945744,0.001227489,0.0003207781],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01779191,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018978991977682,"score_gpt":0.2325120813498704,"score_spread":0.2023222914300936,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}