{"id":"W4243355960","doi":"10.1007/978-3-319-17843-1_5","title":"Cantilever Slabs","year":2015,"lang":"ca","type":"book-chapter","venue":"Bridges","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cantilever; Materials science; Structural engineering; Composite material; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008218877,0.000452728,0.0005353126,0.0001596633,0.00006855972,0.00008727638,0.0001995406,0.0003472403,0.003664399],"category_scores_gemma":[0.00002312759,0.0004228895,0.0002386604,0.00005233147,0.00005148954,0.0001104257,0.00006815774,0.0002737931,0.0009688113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165659,"about_ca_system_score_gemma":0.00004155811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002466542,"about_ca_topic_score_gemma":0.00006846181,"domain_scores_codex":[0.9985994,0.000008751847,0.0003862875,0.0003578726,0.0003688881,0.0002788487],"domain_scores_gemma":[0.999105,0.00002238779,0.0001213399,0.0003657795,0.0002211962,0.0001642627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005428964,0.000009788984,0.0005169514,0.00061082,0.002266455,0.0002229463,0.0005248477,0.523584,0.0004320404,0.1937711,0.1540067,0.124],"study_design_scores_gemma":[0.0004691021,0.00004973329,0.001898974,0.0003358992,0.0007923278,0.00005026266,0.00002380762,0.1052627,0.0004173404,0.002067803,0.8872283,0.001403775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00335644,0.01914545,0.00383649,0.0004648067,0.003518403,0.0004474059,0.0005020384,0.0004636589,0.9682653],"genre_scores_gemma":[0.414303,0.004706416,0.001344754,0.0001208806,0.002388834,0.000007166684,0.0007007038,0.0002598719,0.5761683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7332215,"threshold_uncertainty_score":0.9998223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125704434823401,"score_gpt":0.2235687337563048,"score_spread":0.1923116894080708,"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."}}