{"id":"W591477717","doi":"","title":"Condition evaluation of the existing structure prior to overlay (chapter 3)","year":2011,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Structural Engineering and Materials Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Overlay; Computer science","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":[0.00007466781,0.00005762669,0.0001020598,0.00005121189,0.00003591693,0.000002277346,0.0001079974,0.00003778365,0.0008523442],"category_scores_gemma":[0.000005059597,0.00005360604,0.00004631415,0.00009312092,0.00001891944,0.00006312905,0.00002684036,0.00003438998,0.000003390167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002794039,"about_ca_system_score_gemma":0.000005733606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003504264,"about_ca_topic_score_gemma":0.00005199896,"domain_scores_codex":[0.9996476,0.00001203756,0.00006487757,0.00006459156,0.0001479879,0.00006293862],"domain_scores_gemma":[0.9997202,0.000006101342,0.00003847826,0.0001342236,0.0000775189,0.00002347064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004056386,0.00001172079,0.002589396,0.0002409853,0.0003224988,0.00000246225,0.008335825,0.09961642,0.8672107,0.00628803,0.0002803145,0.01506103],"study_design_scores_gemma":[0.001028128,0.00007318582,0.7436124,0.0002062841,0.0008126105,0.000008149137,0.001383575,0.05616607,0.1934982,0.002220839,0.0005250198,0.0004655147],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969081,0.00001499178,0.001199231,0.00001700652,0.0001721997,0.00007542878,0.00002443632,0.00003243541,0.001556188],"genre_scores_gemma":[0.9979869,0.000002423479,0.00193879,0.000002981913,0.00001319096,7.131403e-8,0.00000258868,0.000005840315,0.00004728405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.741023,"threshold_uncertainty_score":0.9332572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806299752611526,"score_gpt":0.2055288765475735,"score_spread":0.1774658790214583,"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."}}