{"id":"W1605611295","doi":"","title":"Physico-Chemical Assessment of the Quality of Water of the Amansure River in the Western Region of Ghana","year":2015,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alkalinity; Water quality; Chemistry; Environmental chemistry; Heavy metals; Animal science; Wastewater; Atomic absorption spectroscopy; Nuclear chemistry; Environmental science; Environmental engineering; Biology; Ecology","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":[0.0002205588,0.0002292112,0.0002611749,0.0007796335,0.0004022359,0.0006562159,0.0001736201,0.0004095544,0.0007011677],"category_scores_gemma":[0.000454796,0.0001539889,0.0001571036,0.0010633,0.0004284079,0.0003223041,0.0002975905,0.0001706007,0.0001295212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004233874,"about_ca_system_score_gemma":0.0003111986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00633434,"about_ca_topic_score_gemma":0.01051458,"domain_scores_codex":[0.9997715,0.00006245988,0.00002309322,0.00004743317,0.00006534762,0.00003013394],"domain_scores_gemma":[0.999813,0.00003969213,0.00008023018,0.000006844304,0.00004213922,0.00001811929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004978809,0.0001574831,0.635706,0.0005186569,0.00007609891,0.003181939,0.004033114,0.0008265443,0.3207511,0.0003001671,0.0003211614,0.03362982],"study_design_scores_gemma":[0.00002525583,0.0004204403,0.9711384,0.00006468065,0.00003588345,0.001677968,0.00600508,0.0008753683,0.01489202,0.0002164949,0.004625077,0.00002340086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984024,0.0002783392,0.0002206076,0.00004438299,0.000002720544,0.00002170585,0.0001256287,0.000005417273,0.0008988174],"genre_scores_gemma":[0.9982079,0.0002536009,0.0008245285,0.00003047592,0.000003400692,0.00002730601,0.0001222788,0.000002369591,0.0005279952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00633434,"threshold_uncertainty_score":0.01259494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07473305517435612,"score_gpt":0.3300556533969428,"score_spread":0.2553225982225867,"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."}}