{"id":"W2279245507","doi":"10.2166/9781780403090","title":"Assessment of Technologies for Screening, Floatable Control and Screenings Handling","year":2015,"lang":"en","type":"article","venue":"Water Intelligence Online","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydromantis Environmental Software Solutions (Canada)","funders":"","keywords":"Waste management; Combined sewer; Environmental science; Wastewater; Sewage treatment; Engineering; Process engineering; Stormwater","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":[0.005368325,0.001782918,0.001032934,0.006813395,0.001194415,0.005031048,0.001913191,0.003294578,0.005884225],"category_scores_gemma":[0.008981626,0.0003906903,0.001962201,0.004313166,0.0008547328,0.005553555,0.001623543,0.001399272,0.002571198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006070084,"about_ca_system_score_gemma":0.003795067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005615122,"about_ca_topic_score_gemma":0.004878699,"domain_scores_codex":[0.9924067,0.0008545322,0.0003847212,0.0005992247,0.005107241,0.0006477354],"domain_scores_gemma":[0.9928163,0.001668578,0.001052886,0.0002566331,0.003858536,0.0003469941],"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":[0.0008601363,0.001213915,0.02265201,0.007474233,0.0002258767,0.0009037774,0.0003662048,0.02182956,0.1086399,0.0133665,0.008038049,0.8144299],"study_design_scores_gemma":[0.0001373449,0.01826654,0.06984363,0.005353874,0.001244632,0.003387585,0.003590269,0.02637453,0.4006318,0.01407863,0.4567975,0.0002936722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5320419,0.1246155,0.08768182,0.007016482,0.0009982104,0.006255345,0.007974526,0.001137063,0.2322792],"genre_scores_gemma":[0.8004653,0.08544649,0.06968786,0.001281362,0.0001277606,0.001871302,0.004738237,0.0001661496,0.03621544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006813395,"threshold_uncertainty_score":0.04404169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06803475170096958,"score_gpt":0.329259319845722,"score_spread":0.2612245681447525,"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."}}