{"id":"W4385859543","doi":"10.1007/978-3-031-34593-7_52","title":"Biennial Update of the Activities of the CSCE National History Committee","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Session (web analytics); Library science; National heritage; Oral history; History; Steering committee; Bridge (graph theory); Engineering; Political science; Archaeology; Computer science; Engineering management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009057999,0.0009021629,0.0009256398,0.01026917,0.003761105,0.008290622,0.001679123,0.002420496,0.111787],"category_scores_gemma":[0.01387273,0.0005613672,0.000518136,0.008519689,0.0009280536,0.003855466,0.003760964,0.002664459,0.07171471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005010627,"about_ca_system_score_gemma":0.01475661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02307704,"about_ca_topic_score_gemma":0.05412145,"domain_scores_codex":[0.9953462,0.0007023792,0.0003244559,0.0002297312,0.003007189,0.0003900622],"domain_scores_gemma":[0.9706294,0.001701442,0.0008098503,0.001629721,0.02136646,0.003863165],"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":[0.000009543298,0.00002453224,0.0001368903,0.00005796038,0.000001145802,0.00001234639,0.00006050677,0.00005067849,0.00007760366,0.0008324059,0.9628083,0.03592809],"study_design_scores_gemma":[0.000001867538,0.000006402516,0.0004336768,0.00006453362,0.000001242702,0.00001124326,0.00006782293,0.00004567595,0.00008672981,0.0001614011,0.9991153,0.000004250714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004634325,0.02778237,0.007357147,0.1127678,0.1719105,0.001216442,0.01685894,0.002645987,0.6548265],"genre_scores_gemma":[0.005131254,0.006043647,0.003431273,0.004895847,0.01098653,0.0005457791,0.006240065,0.000685096,0.9620405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.111787,"threshold_uncertainty_score":0.3739648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119014856957768,"score_gpt":0.1846225961687296,"score_spread":0.1734324475991519,"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."}}