{"id":"W1977755528","doi":"10.1504/ijetm.2013.054879","title":"Sewage of Tripoli: a review of the current situation and of the future planning","year":2013,"lang":"en","type":"review","venue":"International Journal of Environmental Technology and Management","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sewage treatment; Sewage; Environmental planning; Environmental science; Population; Current (fluid); Wastewater; Environmental engineering; Effluent; Waste management; Environmental protection; Water resource management; Engineering; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001693416,0.0001578432,0.0004438944,0.0001329696,0.00003173342,0.000004016935,0.0006025782,0.00008209048,0.00008926469],"category_scores_gemma":[0.000006815344,0.00007828332,0.0001941689,0.0001235171,0.0004038709,0.00007423497,0.0008379971,0.0002108399,0.000002147277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009032369,"about_ca_system_score_gemma":0.000006030525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001512069,"about_ca_topic_score_gemma":7.424734e-7,"domain_scores_codex":[0.998757,0.00006117052,0.0006114889,0.0001259104,0.0003673216,0.00007711181],"domain_scores_gemma":[0.9985119,0.00001813141,0.00124653,0.0001989324,0.000005858479,0.00001866418],"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":[0.000005598891,0.0001577272,0.001764865,0.003853614,0.0004029664,0.000004252815,0.0000546532,0.000003431698,0.00008255481,0.0002856115,0.0005513919,0.9928333],"study_design_scores_gemma":[0.000561293,0.0001217373,0.005488396,0.04027277,0.001274849,0.0001429255,0.0001429436,0.000001666695,0.0004786143,0.0007177381,0.9506379,0.0001591925],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008359062,0.9899593,0.000009517813,0.0005226296,0.0003780404,0.0005481844,0.00002695703,0.000001712005,0.0001945784],"genre_scores_gemma":[0.01053277,0.9890592,0.0001663532,0.00002211039,0.00002688479,0.00001195086,0.000003089726,0.000007071993,0.0001706401],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9926741,"threshold_uncertainty_score":0.3192301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126836604817911,"score_gpt":0.270163366715113,"score_spread":0.2588950006669339,"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."}}