{"id":"W4411829802","doi":"10.1201/9781003642428-39","title":"Reinforcement of Existing Dams with Passive Anchors: Thoughts and Proposals from a French Working Group()","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforcement; Group (periodic table); Psychology; Social psychology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02428745,0.0006305844,0.0004243556,0.001009332,0.004977851,0.006084194,0.003241551,0.004112706,0.007277797],"category_scores_gemma":[0.01870295,0.0002597623,0.0006897999,0.0007442112,0.009878083,0.003753958,0.003200812,0.002162867,0.0007721327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009266665,"about_ca_system_score_gemma":0.01032479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06008839,"about_ca_topic_score_gemma":0.08137688,"domain_scores_codex":[0.9916134,0.005252597,0.0001576645,0.0008199195,0.001109216,0.001047278],"domain_scores_gemma":[0.9860207,0.007227888,0.0009971779,0.001197225,0.003532721,0.0010242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003530261,0.0003153607,0.03197319,0.0009266028,0.0001469089,0.001982142,0.1617648,0.006028766,0.005680728,0.4761592,0.05793142,0.2567379],"study_design_scores_gemma":[0.00006660687,0.0006733182,0.02125582,0.001113224,0.0001542602,0.0004840093,0.1321779,0.002796381,0.003162208,0.04154859,0.7964186,0.0001488987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3737728,0.01154117,0.07895995,0.3403652,0.00217611,0.0004787048,0.0002625205,0.0004832396,0.1919603],"genre_scores_gemma":[0.9139206,0.00298942,0.01876175,0.01244982,0.0003721688,0.0002521325,0.00008488686,0.0001063776,0.0510627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06008839,"threshold_uncertainty_score":0.1284458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152058926313846,"score_gpt":0.2099213684871911,"score_spread":0.1947154758558065,"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."}}