{"id":"W7081908821","doi":"10.11159/icceia.003","title":"The Importance of Soil Behaviour for Structures during Earthquakes","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Deformation (meteorology); Work (physics); Erosion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002623083,0.0001642591,0.0002050376,0.001078372,0.0002912498,0.0008343505,0.0002003179,0.0004242391,0.001407073],"category_scores_gemma":[0.004110415,0.0001861402,0.0001879825,0.0006785667,0.0003535572,0.0006017688,0.0002599288,0.0002528409,0.0003877503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907162,"about_ca_system_score_gemma":0.0001923172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828042,"about_ca_topic_score_gemma":0.005463118,"domain_scores_codex":[0.9998538,0.00003579137,0.00001387576,0.0000299165,0.0000380963,0.0000284911],"domain_scores_gemma":[0.9980013,0.0009788071,0.0003859073,0.0001295866,0.0003377804,0.0001665965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009195348,0.0001355246,0.8106138,0.0002297958,0.0001389294,0.0009275796,0.0006122058,0.01932681,0.08964311,0.0008508058,0.0008390459,0.07576288],"study_design_scores_gemma":[0.000006786541,0.00008907899,0.9804187,0.00001064117,0.00003619908,0.0003239885,0.0003074496,0.01623093,0.001557338,0.0005687554,0.0004361656,0.0000137954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993959,0.0002447403,0.00273872,0.0001047228,0.00002401266,0.000008232411,0.0003266427,0.00004073748,0.00255324],"genre_scores_gemma":[0.9993006,0.0000741431,0.000289005,0.000006497807,0.0000124158,0.000001500519,0.0001107433,0.00001351297,0.0001915042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002828042,"threshold_uncertainty_score":0.005623221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009494261677329785,"score_gpt":0.2368183383439393,"score_spread":0.2273240766666096,"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."}}