{"id":"W4387261160","doi":"10.36487/acg_repo/2315_009","title":"PFAS—emerging constituents of concern for mine closure studies","year":2023,"lang":"en","type":"article","venue":"Mine closure","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Closure (psychology); Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574546,0.000167345,0.0003084175,0.00004360793,0.0001167707,0.000007663569,0.0001816809,0.00007310593,0.0002252012],"category_scores_gemma":[0.000185762,0.000129104,0.0001287439,0.0003413786,0.0003711947,0.00007470558,0.0001880843,0.00007578118,0.0001911468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004695004,"about_ca_system_score_gemma":0.00001139384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139494,"about_ca_topic_score_gemma":0.0001373131,"domain_scores_codex":[0.998806,0.0000297149,0.0002654082,0.0002968944,0.000286192,0.0003157659],"domain_scores_gemma":[0.9994031,0.0001903615,0.0001000698,0.0002119971,0.00002857942,0.0000658776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004388,0.0001084428,0.7082315,0.0003489521,0.0002491304,0.00006693212,0.001270381,0.003125953,0.04450295,0.0003732041,0.2377051,0.003917026],"study_design_scores_gemma":[0.007003247,0.001262909,0.5059977,0.0004925574,0.0003721333,0.0000495792,0.002620664,0.004651208,0.04645622,0.001528642,0.4282752,0.00128995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953647,0.0007521916,0.00002335007,0.0007896144,0.0007419249,0.0003921971,0.00005572606,0.00006551316,0.001814785],"genre_scores_gemma":[0.9908949,0.0001040521,0.0007118369,0.0001035712,0.0002065302,0.00003186835,0.00003141958,0.00002297681,0.007892811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2022338,"threshold_uncertainty_score":0.5264708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054298799778287,"score_gpt":0.3166417581104131,"score_spread":0.2760987701126302,"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."}}