{"id":"W4226466254","doi":"10.26434/chemrxiv-2022-2rr6h","title":"Widespread Occurrence of Non-Extractable Fluorine in Artificial Turfs from Stockholm, Sweden","year":2022,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"European Commission","keywords":"Fluorine; Fluoride; Environmental chemistry; Natural rubber; Contamination; Chemistry; Environmental science; Nuclear chemistry; Organic chemistry; Inorganic chemistry; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003188997,0.0006467738,0.0003768958,0.002961666,0.0007182817,0.001157164,0.0003707028,0.0003805439,0.0006367505],"category_scores_gemma":[0.0003393186,0.0002405513,0.0003148399,0.0009640289,0.0006166083,0.0002018939,0.0004866544,0.0001812825,0.0003488205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725102,"about_ca_system_score_gemma":0.000465481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005613041,"about_ca_topic_score_gemma":0.01263857,"domain_scores_codex":[0.9995227,0.00005560146,0.00005005843,0.0001096685,0.0001809016,0.00008108921],"domain_scores_gemma":[0.9996064,0.00006211564,0.000152361,0.00001728881,0.0001071407,0.00005467735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006082937,0.00009464407,0.4347234,0.0006811521,0.0001604764,0.005035623,0.003336145,0.0005534615,0.5236253,0.0001356617,0.0004055205,0.03064035],"study_design_scores_gemma":[0.00000848656,0.0003572101,0.9560648,0.0001221458,0.00007023755,0.003402913,0.003016633,0.0001988674,0.02990898,0.0000488706,0.00677505,0.00002587537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980994,0.0006185851,0.0002418915,0.00001623477,0.000007211303,0.00000968295,0.0002274189,0.00001796737,0.0007616535],"genre_scores_gemma":[0.9965128,0.0007430018,0.001080611,0.00004427239,0.00001274221,0.00001682225,0.0006937371,0.00001564699,0.000880347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005613041,"threshold_uncertainty_score":0.01116073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105432625665515,"score_gpt":0.315939704490844,"score_spread":0.2748853782341888,"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."}}