{"id":"W2682544687","doi":"10.1016/j.envres.2017.06.018","title":"Desalinated drinking water in the GCC countries – The need to address consumer perceptions","year":2017,"lang":"en","type":"review","venue":"Environmental Research","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Utah Agricultural Experiment Station","keywords":"Bottled water; Tap water; Organoleptic; Taste; Water quality; Environmental science; Odor; Business; Food science; Environmental health; Pulp and paper industry; Environmental engineering; Chemistry; Engineering; Biology; Medicine; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002798431,0.000288902,0.0007282877,0.0001538821,0.0006915196,0.0001153464,0.0008199229,0.0002927757,0.001405492],"category_scores_gemma":[0.0001237998,0.0001065356,0.0002369965,0.0001262346,0.0009660894,0.00003215791,0.000453424,0.001465513,0.003592729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576833,"about_ca_system_score_gemma":0.00006101652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005723491,"about_ca_topic_score_gemma":0.00002361175,"domain_scores_codex":[0.9965207,0.001195115,0.0003280784,0.0004224332,0.0008197642,0.0007139069],"domain_scores_gemma":[0.9979977,0.0009235764,0.00004673432,0.0008849635,0.00001138147,0.0001356561],"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":[0.00010524,0.0003918188,0.0012552,0.00133673,0.0002853555,0.0003513867,0.001893562,5.120614e-7,0.0004269556,0.0001067763,0.0003911535,0.9934553],"study_design_scores_gemma":[0.0002645456,0.000218355,0.001018905,0.001770866,0.0001337271,0.00008686548,0.0002856147,0.000002067751,0.00004434488,0.00008641354,0.9959386,0.0001496976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02817908,0.9636912,0.000001561988,0.002520339,0.00007774746,0.00393756,0.00004406247,0.00001784284,0.001530556],"genre_scores_gemma":[0.1067167,0.8899981,0.000006787135,0.0004171679,0.0001513899,0.0007170942,0.0001831484,0.00003351133,0.001776078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955475,"threshold_uncertainty_score":0.9995074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2121675119232922,"score_gpt":0.4622220540497824,"score_spread":0.2500545421264903,"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."}}