{"id":"W7036154944","doi":"","title":"Assessing Regional Sources of Atmospheric Polycyclic Aromatic Hydrocarbon Pollution and Associated Human Cancer Risk","year":2023,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollution; Human health; Arctic; Polycyclic aromatic hydrocarbon; The arctic; Air pollution; Carcinogen; Health risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003786712,0.0006056956,0.0009872772,0.000304439,0.0003673206,0.0000491385,0.0007179467,0.001329267,0.00008821029],"category_scores_gemma":[0.0006150249,0.0006100498,0.0001856916,0.001959945,0.001090501,0.0005194333,0.0002013741,0.0008582578,0.00002411698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082988,"about_ca_system_score_gemma":0.000164593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002848809,"about_ca_topic_score_gemma":0.006823229,"domain_scores_codex":[0.9967486,0.00008587296,0.0008895996,0.0007884165,0.0008336374,0.000653928],"domain_scores_gemma":[0.9969193,0.00004681553,0.002201285,0.0006925221,0.000006898084,0.0001331941],"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":[0.0001285637,0.0007977645,0.3369051,0.000421413,0.002392521,0.0001046684,0.003830035,0.0004936846,0.3866088,0.00008403588,0.0027764,0.265457],"study_design_scores_gemma":[0.001192514,0.0002386015,0.969856,0.001325223,0.0007866635,0.00001878882,0.001509116,0.0005969622,0.01879393,0.003027383,0.001684385,0.0009704292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954118,0.001177444,0.0000117222,0.0006040867,0.0006197388,0.0004434855,0.0001619852,0.0004715439,0.001098152],"genre_scores_gemma":[0.9956812,0.0007123307,0.001039441,0.00002505108,0.00003897393,0.00003277716,0.00006131126,0.0001137217,0.002295234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6329509,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374890904025447,"score_gpt":0.27224312395283,"score_spread":0.2584942149125755,"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."}}