{"id":"W4411656442","doi":"10.51847/mtqgzlwikv","title":"10.51847/MTqGZlwIkv","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earth (classical element); Risk analysis (engineering); Environmental science; Forensic engineering; Psychology; Business; Engineering; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004177992,0.0009025283,0.0005739401,0.001745669,0.0008355659,0.002218641,0.001095457,0.002337126,0.9279829],"category_scores_gemma":[0.000783466,0.000439569,0.0004518276,0.001542977,0.0005524423,0.002047397,0.001572012,0.0009182006,0.9333575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000941203,"about_ca_system_score_gemma":0.0003859221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149799,"about_ca_topic_score_gemma":0.002114244,"domain_scores_codex":[0.9997249,0.00002560568,0.00002177825,0.0000722995,0.00009853008,0.00005676867],"domain_scores_gemma":[0.999454,0.00009591224,0.00002532375,0.0001191403,0.0002196142,0.00008597862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002602957,0.0001199998,0.0009054426,0.0003107839,0.00002342105,0.0002724734,0.0001039074,0.0007259276,0.009392751,0.007745581,0.323788,0.6563514],"study_design_scores_gemma":[0.00006125635,0.00005211621,0.000790641,0.0001181256,0.00001304904,0.0003518701,0.00009765986,0.001678496,0.002115679,0.001750948,0.9929509,0.00001937358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003464794,0.000678774,0.01191063,0.001255707,0.000822621,0.0001720782,0.002585508,0.00583265,0.9732773],"genre_scores_gemma":[0.01109112,0.0003289204,0.003579938,0.0003074682,0.00008194396,0.0000747095,0.00160373,0.0007759479,0.9821562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07201713,"threshold_uncertainty_score":0.1027237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002880627833361033,"score_gpt":0.140557553184163,"score_spread":0.137676925350802,"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."}}