{"id":"W620260533","doi":"","title":"Résumés : Société Canadienne de Génie Civil, 30e congrès annuel, Montréal, Québec, du 5 au 8 Juin 2002 = Abstracts : Canadian Society for Civil Engineering, 30th annual conference, Montreal, Quebec, June 5-8, 2002","year":2002,"lang":"fr","type":"book","venue":"Canadian Society for Civil Engineering eBooks","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Annual report; Business; Art; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001066563,0.003233241,0.002844384,0.001121021,0.001391896,0.001020059,0.001774713,0.003377533,0.002534316],"category_scores_gemma":[0.0006260913,0.004241525,0.004839548,0.0006717708,0.0004798193,0.0007621223,0.0001145191,0.002539528,0.0001280143],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03112254,"about_ca_system_score_gemma":0.01535987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837651,"about_ca_topic_score_gemma":0.999848,"domain_scores_codex":[0.9878553,0.00004306274,0.00225214,0.002049839,0.000764614,0.007035039],"domain_scores_gemma":[0.9881179,0.0008721708,0.0005091899,0.001580311,0.001372674,0.007547799],"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":[0.000009105476,0.00001978338,0.00001034797,0.001619161,0.003243607,0.00006106804,0.007112105,0.4064853,0.0000960163,0.001119438,0.5766765,0.003547489],"study_design_scores_gemma":[0.001601676,0.00009541467,0.0002761067,0.0005684984,0.001133964,0.00005915459,0.00109509,0.3988164,0.00005103207,0.00004268703,0.5936009,0.002659069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01677538,0.07160887,0.3610351,0.02320483,0.05376264,0.03039649,0.1643984,0.01247533,0.266343],"genre_scores_gemma":[0.2630871,0.002224525,0.01684446,0.001998554,0.009736089,0.003018087,0.004133411,0.003265007,0.6956927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4293498,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167501737012067,"score_gpt":0.1954469664136812,"score_spread":0.1837719490435605,"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."}}