{"id":"W4396657277","doi":"10.1007/978-3-031-59349-9_40","title":"AAR Effects at Fontana Dam Spillway","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Spillway; Engineering; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004451067,0.0006623707,0.0006082253,0.0001494563,0.0001023013,0.00009340896,0.0002403225,0.0004895693,0.0009837181],"category_scores_gemma":[0.000007526387,0.0006062865,0.0002935496,0.00002022984,0.0001254536,0.00007932883,0.0001436583,0.0005051874,0.00171564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521828,"about_ca_system_score_gemma":0.0000316747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009625938,"about_ca_topic_score_gemma":0.0002295118,"domain_scores_codex":[0.9985672,0.000004641096,0.0003259729,0.0004130687,0.0002932633,0.0003958606],"domain_scores_gemma":[0.999189,0.00006737506,0.00003800119,0.0005335198,0.00002194209,0.0001501528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004848392,0.000003814924,0.000007667761,0.0055499,0.001397618,0.001617129,0.001325275,0.002017317,0.001815484,0.7063044,0.2583239,0.02158901],"study_design_scores_gemma":[0.0001163339,0.00005872873,0.00001557361,0.0004319881,0.000139613,0.00005454634,0.00000327511,0.0003026168,0.002403485,0.03148019,0.9643351,0.0006585036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005003884,0.01102042,0.00006966,0.00003330257,0.003128603,0.0003250142,0.0001264285,0.00122759,0.9835686],"genre_scores_gemma":[0.02956558,0.0006328244,0.0001675898,0.00009137418,0.001118507,0.00003199834,0.00009614885,0.0003343364,0.9679617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7060113,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004151556440212783,"score_gpt":0.1733475518324663,"score_spread":0.1691959953922535,"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."}}