{"id":"W6949872507","doi":"10.5281/zenodo.3247167","title":"EIDORS version 3.10","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Directory; Download; Documentation; Software; MIT License; Code (set theory); Source code","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001551052,0.00009059812,0.00008549808,0.00009048263,0.0004111201,0.0002560731,0.0004218097,0.0000440521,0.07613339],"category_scores_gemma":[0.00003953885,0.00009066932,0.0000365095,0.0002028624,0.00002958977,0.0001619955,0.0003668645,0.0001474592,0.06075288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238979,"about_ca_system_score_gemma":7.521011e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005872525,"about_ca_topic_score_gemma":5.301346e-8,"domain_scores_codex":[0.999263,0.00004070222,0.000115347,0.0001741445,0.0001781084,0.0002287039],"domain_scores_gemma":[0.9994841,0.000005805995,0.00001596378,0.0002755527,0.0001307206,0.00008792031],"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":[0.00008657463,0.00004896759,0.00003315843,0.0001845884,0.00004951352,0.00001277741,0.0008397275,0.001317743,0.1242103,0.0007232145,0.5235964,0.348897],"study_design_scores_gemma":[0.0002881137,0.0001035265,0.0003119125,0.00001613199,0.000006607047,0.00001804126,0.0001205289,0.002779034,0.002034819,0.000005778656,0.9941887,0.0001268566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7491345,0.0001125823,0.0002465842,0.0001325007,0.0002464082,0.000302727,0.00006505064,0.001727883,0.2480318],"genre_scores_gemma":[0.9951531,0.00003956053,0.00006123504,0.00002567012,0.00006323252,1.134524e-8,0.0003569418,0.0009154355,0.003384863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4705922,"threshold_uncertainty_score":0.9399784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810805517876932,"score_gpt":0.1956921540105384,"score_spread":0.177584098831769,"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."}}