{"id":"W4411658401","doi":"10.51847/oyxiunw","title":"10.51847/oYxIUNw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluoride; Water source; Environmental science; Environmental chemistry; Water content; Chemistry; Water resource management; Geology; Inorganic chemistry; Geotechnical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005361353,0.00130991,0.0007059281,0.002033741,0.001424913,0.002904235,0.001282954,0.002661757,0.9690182],"category_scores_gemma":[0.00119091,0.0004140595,0.0005208835,0.001946062,0.0007187695,0.002212219,0.002185824,0.001182102,0.966706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671147,"about_ca_system_score_gemma":0.0007280438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183088,"about_ca_topic_score_gemma":0.003452217,"domain_scores_codex":[0.9996077,0.00002987459,0.00003040759,0.0001243009,0.0001269269,0.00008078148],"domain_scores_gemma":[0.9991406,0.0001414282,0.00004895842,0.0001241266,0.0002767083,0.0002681177],"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":[0.0001836147,0.0002180382,0.0009802844,0.0003168791,0.00001382682,0.0002281304,0.00010405,0.0002215906,0.002459834,0.004386572,0.2224906,0.7683967],"study_design_scores_gemma":[0.00002558509,0.00004012889,0.0008112615,0.0001808407,0.000007395483,0.0001884799,0.00008123097,0.0001795318,0.0004431008,0.0007730329,0.9972581,0.00001130435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009864331,0.0004134674,0.001388082,0.0005319781,0.0004356431,0.0001000226,0.0009165161,0.0009919915,0.9942358],"genre_scores_gemma":[0.001977664,0.0002617411,0.0009483221,0.0003388012,0.00006440483,0.00005191717,0.00069638,0.00020681,0.9954538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03098184,"threshold_uncertainty_score":0.04419184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009936512821755514,"score_gpt":0.2036470340388238,"score_spread":0.1937105212170683,"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."}}