{"id":"W7098442899","doi":"","title":"PREDICTING THE BIODEGRADATION PRODUCTS OF PERFLUORINATED CHEMICALS USING CATABOL","year":2003,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodegradation; Perfluorooctanoic acid; Cometabolism; Degradation (telecommunications); Decomposition; Microbial biodegradation; Catabolite repression; Bioaccumulation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042632,0.0006563829,0.0002685594,0.0006612057,0.0001477038,0.0006193801,0.0002397198,0.0003789741,0.001309293],"category_scores_gemma":[0.001744082,0.0001996366,0.0004725473,0.0008069286,0.0001361973,0.0006409883,0.0001662084,0.0002890944,0.0002093048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000706717,"about_ca_system_score_gemma":0.001007877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380165,"about_ca_topic_score_gemma":0.01285687,"domain_scores_codex":[0.9998947,0.00003151142,0.00001028379,0.00002059933,0.00003264673,0.00001018269],"domain_scores_gemma":[0.9994097,0.0003702973,0.00009520465,0.00002838176,0.00008075878,0.00001572057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001133632,0.00005472025,0.03275867,0.00007700156,0.00003339811,0.00007487914,0.00001439118,0.9470958,0.005085901,0.001340631,0.000279108,0.01307224],"study_design_scores_gemma":[0.00001062514,0.00005568616,0.005084655,0.00000377472,0.00001611293,0.000042825,0.00001251423,0.9853083,0.00695084,0.001389003,0.001119177,0.000006399424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081054,0.0004676348,0.08386915,0.0002282928,0.00001449326,0.00008602097,0.003532513,0.0005296338,0.003166856],"genre_scores_gemma":[0.9764657,0.0004390549,0.01943114,0.000009243337,0.000004336782,0.00004876146,0.00243946,0.00003410994,0.001128156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380165,"threshold_uncertainty_score":0.02744263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783525075201242,"score_gpt":0.2165242336669437,"score_spread":0.1486889829149313,"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."}}