{"id":"W2209076152","doi":"10.2495/sdp-v10-n5-601-619","title":"Detection methods of carcinogens in estuaries: a review","year":2015,"lang":"en","type":"review","venue":"International Journal of Sustainable Development and Planning","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Estuary; Environmental planning; Biology; Fishery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007646424,0.001212042,0.001414501,0.004037752,0.000392993,0.0009242244,0.001070379,0.0009965712,0.002841533],"category_scores_gemma":[0.0009724258,0.0004711526,0.0008450606,0.004001671,0.0004052211,0.001787368,0.0005944335,0.0008831376,0.001500505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004458767,"about_ca_system_score_gemma":0.001113578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030822,"about_ca_topic_score_gemma":0.001942618,"domain_scores_codex":[0.999406,0.00007753287,0.0001043532,0.0001198521,0.0002593587,0.0000329307],"domain_scores_gemma":[0.9991977,0.0003453254,0.0001371072,0.00002535123,0.0002726403,0.00002192077],"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":[0.00007973427,0.0001614243,0.000984196,0.0851019,0.0001814021,0.0004165165,0.000190632,0.0008302301,0.01573173,0.002725209,0.02017985,0.8734171],"study_design_scores_gemma":[0.000008034881,0.0002509905,0.002531619,0.006053993,0.0003207634,0.001533328,0.0001787053,0.0003289004,0.009783558,0.00102902,0.9779236,0.00005748219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005701457,0.9966105,0.000933318,0.0001461612,0.0002088667,0.00002052055,0.00008966811,0.00002216579,0.001398565],"genre_scores_gemma":[0.001942951,0.9957508,0.001047297,0.0001507933,0.0001101867,0.00002533271,0.0001340834,0.000004435993,0.0008341815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004037752,"threshold_uncertainty_score":0.009505868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984373893186346,"score_gpt":0.3674371366712282,"score_spread":0.3175933977393647,"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."}}