{"id":"W4402057467","doi":"10.1061/9780784485569.057","title":"Gravity Siphon Design Best Practices","year":2024,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Hydro; University of Victoria; Winnipeg Regional Health Authority","funders":"","keywords":"Siphon (mollusc); Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005912086,0.002145042,0.0006925688,0.003924519,0.001641141,0.006294204,0.004768513,0.002963054,0.01968125],"category_scores_gemma":[0.007146009,0.001200147,0.001159112,0.002720849,0.002164188,0.005027104,0.003989049,0.001807965,0.007685105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011245,"about_ca_system_score_gemma":0.003567874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220752,"about_ca_topic_score_gemma":0.009761247,"domain_scores_codex":[0.9933392,0.001538852,0.000500111,0.0005352036,0.003627115,0.0004596117],"domain_scores_gemma":[0.9963967,0.000529554,0.0001607586,0.0008651079,0.001793373,0.0002546235],"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":[0.0001245246,0.0002925351,0.002733011,0.002049388,0.00008097095,0.0006913918,0.00411395,0.05908181,0.01471083,0.2094186,0.05043394,0.656269],"study_design_scores_gemma":[0.00004890784,0.0002310652,0.002149638,0.001815227,0.00009466893,0.001233383,0.002773791,0.040162,0.01525392,0.08578228,0.8502774,0.0001777512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01588928,0.004051826,0.7440794,0.004147005,0.0005117872,0.0006043828,0.0006828634,0.005734649,0.2242989],"genre_scores_gemma":[0.1750213,0.007133288,0.7607953,0.0006910521,0.0001191398,0.000644832,0.001320159,0.001939611,0.05233537],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01968125,"threshold_uncertainty_score":0.0658403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747385024197696,"score_gpt":0.2721665286916353,"score_spread":0.2346926784496584,"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."}}