{"id":"W6930591347","doi":"10.5281/zenodo.12512805","title":"Protect Your Edmonton Property: Reliable Sump Pump Installation Solutions","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sump (aquarium); Dispose pattern; Flood myth; Flooding (psychology); Water quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001040223,0.001247953,0.0003037477,0.0009565618,0.001211911,0.002067165,0.001965997,0.001626963,0.08908058],"category_scores_gemma":[0.002440176,0.0005272937,0.000307609,0.0004339127,0.0004562994,0.004172802,0.003068302,0.001338138,0.03514302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008639523,"about_ca_system_score_gemma":0.001178829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009119508,"about_ca_topic_score_gemma":0.01695902,"domain_scores_codex":[0.9987336,0.00008302254,0.000031994,0.0001236095,0.0008056692,0.0002220959],"domain_scores_gemma":[0.9980368,0.0001445216,0.0001149158,0.0003341214,0.001069359,0.0003002478],"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":[0.0002776366,0.0002240284,0.001902849,0.0002255416,0.00002755434,0.0007631524,0.0004268959,0.001481645,0.01842841,0.009350178,0.5121031,0.454789],"study_design_scores_gemma":[0.00005802852,0.0001627779,0.002805522,0.0001569854,0.00002823142,0.0009375435,0.0004241107,0.008630403,0.01140753,0.002745848,0.9725757,0.00006735806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05852924,0.00656732,0.232101,0.02159695,0.003819685,0.0008308892,0.002457106,0.06230087,0.611797],"genre_scores_gemma":[0.2307265,0.004282538,0.08692858,0.002871658,0.0006645246,0.0002543023,0.003743186,0.003697526,0.6668311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9109194,"threshold_uncertainty_score":0.2980042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383856518680103,"score_gpt":0.2339263178699788,"score_spread":0.1955406660019685,"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."}}