{"id":"W4241528521","doi":"10.2139/ssrn.2557067","title":"Joint Mixability","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Joint (building); Engineering; Structural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.02012142,0.0001312199,0.0002435441,0.0001568073,0.000121689,0.0001580894,0.0006655465,0.00007212185,0.00006606522],"category_scores_gemma":[0.006906222,0.00008524211,0.0001401744,0.0004161423,0.0000749907,0.0002462329,0.00006967939,0.001238954,0.0004710712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009356957,"about_ca_system_score_gemma":0.003347143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001754955,"about_ca_topic_score_gemma":0.00004953074,"domain_scores_codex":[0.9961302,0.0002177689,0.0005627677,0.0002767139,0.001158354,0.001654181],"domain_scores_gemma":[0.998454,0.0002384752,0.0001601109,0.0004247454,0.000442257,0.0002804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001253754,0.0002239447,0.005151956,0.000003413004,0.0001216153,0.00002152543,0.0007380191,0.01716918,0.0002924651,0.8519567,0.02081964,0.1033762],"study_design_scores_gemma":[0.0003779665,0.0002040801,0.0006344012,0.000003708876,0.000008755002,0.0004490415,0.001223727,0.001977822,0.00003252121,0.9853779,0.009584297,0.00012577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0964879,0.002343733,0.892379,0.002112403,0.001082129,0.0001253265,0.000001527398,0.00007537104,0.00539258],"genre_scores_gemma":[0.9937703,0.00007959459,0.001366138,0.00006460956,0.0003129721,0.000002399337,3.669956e-7,0.00001167614,0.004391934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8972824,"threshold_uncertainty_score":0.8267891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320451406492276,"score_gpt":0.3318787622191779,"score_spread":0.1998336215699504,"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."}}