{"id":"W402073887","doi":"","title":"2003 annual conference, Canadian Society for Civil Engineering, abstracts = Congrès annuel 2003, Société Canadienne de Génie Civil, résumés","year":2003,"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; Library science; Humanities; Computer science; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001286771,0.002875223,0.002446464,0.001011982,0.001096905,0.0008845765,0.001448756,0.003584769,0.001073318],"category_scores_gemma":[0.001186781,0.003907991,0.003415729,0.001208301,0.0004111042,0.0005978985,0.00006844966,0.002581038,0.00005521201],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01828823,"about_ca_system_score_gemma":0.02087831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3747547,"about_ca_topic_score_gemma":0.9577965,"domain_scores_codex":[0.9886014,0.00003614188,0.001955026,0.001871705,0.0006178971,0.006917817],"domain_scores_gemma":[0.9876023,0.0004491106,0.0004115944,0.001364756,0.00288461,0.007287653],"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":[0.000007000017,0.00001299438,0.00001664679,0.002573275,0.004132249,0.00004285482,0.003985867,0.4433383,0.0002415537,0.01373728,0.5304168,0.001495144],"study_design_scores_gemma":[0.001373539,0.0001032109,0.00009916777,0.000578441,0.001076945,0.00006786984,0.0008100782,0.3226267,0.0001985,0.0001770469,0.6699993,0.002889211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.005806674,0.01737607,0.5596082,0.002376159,0.04498991,0.01969126,0.1292957,0.005463839,0.2153922],"genre_scores_gemma":[0.3105089,0.001223167,0.1230918,0.004957957,0.009647358,0.005070551,0.01424747,0.005382556,0.5258702],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5830417,"threshold_uncertainty_score":0.9998398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155452023472891,"score_gpt":0.2184311274433519,"score_spread":0.2028859250960628,"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."}}