{"id":"W2081656118","doi":"10.4028/www.scientific.net/amr.1079-1080.280","title":"Study on Bridge Deck Link Slabs of Simply Supported Girder Bridges","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Deck; Structural engineering; Slab; Bridge (graph theory); Girder; Link (geometry); Bridge deck; Engineering; Internal forces; Stress (linguistics); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002432932,0.0002881932,0.0005999123,0.0004139355,0.0001526503,0.00008366988,0.0004482653,0.0001093599,0.000612543],"category_scores_gemma":[0.0006153542,0.0002733124,0.00003740899,0.0004660888,0.0001262749,0.0002316961,0.0002572725,0.0002035127,0.0002961769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104698,"about_ca_system_score_gemma":0.00003671815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004888613,"about_ca_topic_score_gemma":0.000004184273,"domain_scores_codex":[0.9968891,0.0003861419,0.0007976186,0.0003687011,0.0007912524,0.000767224],"domain_scores_gemma":[0.9981397,0.0003569366,0.0001018851,0.0007308668,0.0005765844,0.00009403162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001595472,0.00002296125,0.0002768937,0.0002031463,0.0000619584,0.00001049379,0.0003605105,0.0005529769,0.9953542,0.001373026,0.0005238022,0.001100533],"study_design_scores_gemma":[0.001226815,0.0008632794,0.02293795,0.0000825438,0.000007499607,0.00000196906,0.000134671,0.00007038675,0.96834,0.0001965824,0.005874965,0.0002633173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949033,0.00001305565,0.0004883958,0.00007328942,0.0006363216,0.00117693,0.00008538208,0.000232865,0.002390423],"genre_scores_gemma":[0.9989352,0.00005137544,0.0002026697,0.00004031114,0.0002715536,0.0001709424,0.00006883162,0.0001036126,0.0001555303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02701413,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07127851149083105,"score_gpt":0.3750751926640929,"score_spread":0.3037966811732619,"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."}}