{"id":"W4243430622","doi":"10.5194/hess-2017-228","title":"Testing and Development of Transfer Functions for Weighing Precipitation Gauges in WMO-SPICE","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Shielded cable; Shield; Shields; Gauge (firearms); Precipitation; Environmental science; Spice; Geology; Meteorology; Physics; Materials science; Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004188391,0.00106241,0.0004271154,0.0009404348,0.000313334,0.000467625,0.001562457,0.000697214,0.001447474],"category_scores_gemma":[0.009409837,0.0004489652,0.0005089413,0.0008299035,0.0004050265,0.000966997,0.0007550537,0.0006946536,0.0006032427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006617886,"about_ca_system_score_gemma":0.0006449976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004079166,"about_ca_topic_score_gemma":0.004601936,"domain_scores_codex":[0.9986143,0.0002930701,0.00007807996,0.0002183009,0.0007035156,0.00009268856],"domain_scores_gemma":[0.9971091,0.0008781712,0.0002438084,0.0005958321,0.001111906,0.00006123089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001822437,0.0006395344,0.1079375,0.0005278258,0.0002617846,0.0004247461,0.0009670714,0.1863376,0.3268094,0.00192357,0.003768693,0.3685797],"study_design_scores_gemma":[0.0003208363,0.001225192,0.1259057,0.00005195695,0.0001572798,0.0002832654,0.00026715,0.4165852,0.4442115,0.0008511372,0.01000773,0.0001331766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6756431,0.00006351602,0.3122741,0.0001013201,0.00008124497,0.0004464691,0.0008394644,0.007595839,0.002954982],"genre_scores_gemma":[0.8736154,0.00003867472,0.1233713,0.00008260542,0.000009791096,0.0003111183,0.0008435211,0.0005519441,0.001175651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004188391,"threshold_uncertainty_score":0.02215058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010286872502134,"score_gpt":0.2701756667959597,"score_spread":0.1691469795457463,"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."}}