{"id":"W4292547074","doi":"10.3390/atmos13081320","title":"Assessment and Characterization of Alkylated PAHs in Selected Sites across Canada","year":2022,"lang":"en","type":"article","venue":"Atmosphere","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Alkyl; Environmental chemistry; Phenanthrenes; Environmental science; Alkylation; Chemistry; Pollution; Genetic algorithm; Ecology; Phenanthrene; Organic chemistry; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001358425,0.00007119981,0.0001017175,6.672173e-7,0.00008233099,0.000007488851,0.0001003443,0.00001891518,0.005054981],"category_scores_gemma":[0.00001547295,0.00007317496,0.00000626746,0.0004351228,0.00003180348,0.00008429321,0.0001724396,0.0001013592,0.000001966485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330176,"about_ca_system_score_gemma":0.00008975406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.137907,"about_ca_topic_score_gemma":0.3723952,"domain_scores_codex":[0.999215,0.00006949328,0.0001464935,0.000151176,0.0002253587,0.0001924807],"domain_scores_gemma":[0.9997435,0.00002196586,0.00007560831,0.0001116955,0.000001186055,0.00004606352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006258174,0.00003224072,0.6097305,0.00000172574,0.000005824073,0.00001093172,0.0003313908,0.000152624,0.3702722,0.000001168744,0.0000943794,0.01936074],"study_design_scores_gemma":[0.0002342333,0.00003952902,0.9926373,0.000001990997,0.000002293717,0.000007766273,0.0002025833,0.002360073,0.003736801,0.00000578401,0.0006929024,0.0000787494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992689,0.0000130088,0.000008774895,0.0001445962,0.00004114662,0.0001078601,0.0001611801,0.00001220351,0.0002423611],"genre_scores_gemma":[0.9995533,0.000005068989,0.0001073164,0.0001188054,0.000003425713,0.000003966779,0.0000126055,0.000009759612,0.0001857922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829068,"threshold_uncertainty_score":0.9958546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004801661328083491,"score_gpt":0.2238027715759334,"score_spread":0.2190011102478499,"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."}}