{"id":"W4255111573","doi":"10.1002/9781444338386.wbeah06351","title":"Water meter","year":2012,"lang":"en","type":"other","venue":"The Encyclopedia of Ancient History","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sizing; Metre; Environmental science; Interference (communication); Hydrology (agriculture); Marine engineering; Computer science; Engineering; Telecommunications; Chemistry; Geotechnical engineering; Physics","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":[0.0008223448,0.001085045,0.0007793003,0.002656496,0.0007505828,0.001596063,0.001972379,0.001014787,0.2083364],"category_scores_gemma":[0.002949488,0.0004787279,0.0003717126,0.003964126,0.0003258205,0.002322737,0.001131105,0.001069147,0.09922719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006569186,"about_ca_system_score_gemma":0.001210284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692443,"about_ca_topic_score_gemma":0.00253279,"domain_scores_codex":[0.9979109,0.0001523601,0.0001028638,0.0003935723,0.001337597,0.0001026076],"domain_scores_gemma":[0.9983279,0.0002197269,0.00009854358,0.0001790003,0.001105956,0.00006886087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004171689,0.0001646604,0.004127966,0.0005633215,0.00002562687,0.0001105887,0.0001195668,0.003822375,0.01460841,0.01138157,0.5772573,0.3874014],"study_design_scores_gemma":[0.0001530809,0.0001647577,0.00426888,0.0001300027,0.00004648608,0.0001418888,0.00007699087,0.01660781,0.02198493,0.00474825,0.9516048,0.00007203779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01589177,0.001086103,0.1365123,0.002334764,0.002428689,0.001587686,0.1192487,0.04070878,0.6802011],"genre_scores_gemma":[0.1656295,0.001382863,0.07517858,0.002408306,0.0004582173,0.001395416,0.07808804,0.003649788,0.6718093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2083364,"threshold_uncertainty_score":0.6969546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008382555894172274,"score_gpt":0.1644385659074815,"score_spread":0.1560560100133092,"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."}}