{"id":"W4392825176","doi":"10.53555/sfs.v10i1.2337","title":"Environmental Quality And It’s Impact On Human Health -A Geographical Study Of Siliguri , W.B, India.","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Quality (philosophy); Human health; Geography; Environmental planning; Environmental health; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001802527,0.0002914462,0.0001684029,0.001517044,0.001095002,0.0007989327,0.0003801119,0.0002354649,0.002785289],"category_scores_gemma":[0.0003564802,0.0002507207,0.0004629697,0.003999362,0.0006285854,0.0003576069,0.0006556904,0.000402528,0.0004580318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145411,"about_ca_system_score_gemma":0.001012299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0949406,"about_ca_topic_score_gemma":0.1339157,"domain_scores_codex":[0.9998306,0.00003357666,0.00001799445,0.00003294369,0.00003812754,0.00004671034],"domain_scores_gemma":[0.9996703,0.00006417761,0.00009297302,0.00001889051,0.00006523142,0.00008858816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006987528,0.00008072426,0.965794,0.0003550503,0.0001017252,0.001061207,0.008006772,0.000151087,0.000695343,0.0007192542,0.002819293,0.02014567],"study_design_scores_gemma":[8.990231e-7,0.00003761665,0.9940572,0.00003035029,0.00001740592,0.0002893181,0.00374703,0.00003403028,0.00003310354,0.00004155068,0.001706506,0.000004988972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810909,0.006505597,0.0001519666,0.001078779,0.00005792831,0.00003914224,0.002588945,0.00001773705,0.008469012],"genre_scores_gemma":[0.9943499,0.003055636,0.0001165268,0.00007108141,0.00002189084,0.00001780774,0.0006068841,0.000003802792,0.001756418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0949406,"threshold_uncertainty_score":0.188776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3518134983206334,"score_gpt":0.4283129468026344,"score_spread":0.07649944848200102,"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."}}