{"id":"W216412194","doi":"","title":"Towards integrated solutions : Alfa Laval and the wastewater industry","year":2004,"lang":"en","type":"article","venue":"","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Waste management; Environmental science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003970099,0.0004583223,0.0002114994,0.0006417631,0.002183447,0.009408602,0.001180886,0.005390925,0.004737513],"category_scores_gemma":[0.003495767,0.0001775302,0.0004353653,0.0006820581,0.002172626,0.007016894,0.004136633,0.002261058,0.001292545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004813696,"about_ca_system_score_gemma":0.008753746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02271448,"about_ca_topic_score_gemma":0.02870984,"domain_scores_codex":[0.9973915,0.0009440221,0.00004919852,0.0001854038,0.0009208483,0.000508977],"domain_scores_gemma":[0.9984885,0.0002798397,0.00007330269,0.0001301999,0.0006512278,0.0003769082],"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":[0.000323901,0.0003117878,0.002930905,0.0004095746,0.00005731692,0.0007958793,0.003221992,0.004565815,0.00527624,0.3591476,0.214779,0.4081801],"study_design_scores_gemma":[0.00006545545,0.0001903244,0.001014575,0.0002516934,0.00003423051,0.0002599097,0.005528742,0.004906167,0.002903093,0.1011345,0.8836687,0.00004268922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07455577,0.03293461,0.05537557,0.6225349,0.00510275,0.0001315325,0.0001333607,0.001289711,0.2079417],"genre_scores_gemma":[0.6230488,0.02881373,0.07002974,0.06827046,0.001498626,0.0001015697,0.0002760376,0.0003227355,0.2076383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02271448,"threshold_uncertainty_score":0.04516459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766872760058011,"score_gpt":0.228448640342526,"score_spread":0.2007799127419459,"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."}}