{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002150908,0.0003020563,0.0002686854,0.0009398024,0.000599279,0.000917379,0.0006014873,0.0006174083,0.001860683],"category_scores_gemma":[0.001546349,0.0001049397,0.0002546677,0.001015465,0.0002463841,0.0009534772,0.0005493773,0.000366864,0.0003916382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009358213,"about_ca_system_score_gemma":0.00144801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006111093,"about_ca_topic_score_gemma":0.01217009,"domain_scores_codex":[0.9989473,0.0001817174,0.0000553874,0.0001180544,0.0006009056,0.00009666204],"domain_scores_gemma":[0.9987753,0.0001158579,0.0003644713,0.00003681886,0.0006378207,0.00006971072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005928733,0.0006642776,0.4563201,0.001209245,0.00007728898,0.004257498,0.001973185,0.001276281,0.1924421,0.00188545,0.007913649,0.331388],"study_design_scores_gemma":[0.00004847275,0.003432558,0.6509486,0.0006045417,0.0001315949,0.005709589,0.008611352,0.004066642,0.1147387,0.001926534,0.2097236,0.00005781093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533028,0.008742968,0.006676513,0.002975241,0.00009548184,0.0004904578,0.001182486,0.0001751171,0.0263591],"genre_scores_gemma":[0.9776937,0.006503053,0.008529551,0.0005395823,0.00008434235,0.00009327401,0.001253297,0.00001934675,0.005283816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006111093,"threshold_uncertainty_score":0.012151,"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."}}