{"id":"W1995147084","doi":"10.2166/wst.2007.201","title":"Taste and odour research: a utility's perspective","year":2007,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Durham","funders":"","keywords":"Outreach; Taste; Government (linguistics); Perspective (graphical); Work (physics); Business; Control (management); Environmental planning; Mechanism (biology); Field research; Public relations; Engineering; Political science; Computer science; Psychology; Sociology; Management; Economics; Environmental science; Economic growth; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007020795,0.0005492708,0.00112145,0.003084896,0.003843404,0.01057784,0.001930525,0.006842352,0.005782963],"category_scores_gemma":[0.005036823,0.0002990131,0.0005767426,0.004361593,0.01242775,0.009490733,0.003563564,0.00396558,0.0007932966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01188644,"about_ca_system_score_gemma":0.01597968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06264153,"about_ca_topic_score_gemma":0.07151603,"domain_scores_codex":[0.9965953,0.001734119,0.0001490063,0.0002398387,0.0009387845,0.0003429171],"domain_scores_gemma":[0.9924684,0.002954803,0.0003008825,0.0002753569,0.002988573,0.001011987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001753571,0.0005597273,0.01512961,0.001374512,0.00004908545,0.002360445,0.008254282,0.001309945,0.002389605,0.7054784,0.08917762,0.1737414],"study_design_scores_gemma":[0.00002498047,0.0005035371,0.00880095,0.001245663,0.00004633626,0.001373459,0.03187452,0.001301493,0.001106932,0.1717109,0.7819502,0.00006093342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0231509,0.1130426,0.007738197,0.722388,0.001757029,0.00008285053,0.0002503702,0.00007531959,0.1315148],"genre_scores_gemma":[0.6089191,0.2547163,0.007440704,0.07830971,0.006149388,0.000138431,0.0001538011,0.00006174325,0.04411085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06264153,"threshold_uncertainty_score":0.1245539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496802058640149,"score_gpt":0.3146171647286195,"score_spread":0.269649144142218,"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."}}