{"id":"W2965555284","doi":"","title":"Environmental Assessments to Evaluate Pharmaceutical Risks to Ecologic Systems","year":2019,"lang":"en","type":"article","venue":"IDEALS (University of Illinois Urbana-Champaign)","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Environmental planning; Environmental resource management; Risk analysis (engineering); Environmental science; Environmental health; Business; Computer science; Medicine","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":[0.00930065,0.00140988,0.000570683,0.006152825,0.001427434,0.004018256,0.001283829,0.001361305,0.009440275],"category_scores_gemma":[0.01252447,0.0003930911,0.0009875383,0.003465677,0.001426902,0.002571846,0.004550557,0.001029405,0.001269314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003273224,"about_ca_system_score_gemma":0.004895244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153026,"about_ca_topic_score_gemma":0.01895828,"domain_scores_codex":[0.9901147,0.003460595,0.0006348839,0.0003865349,0.004875216,0.0005280633],"domain_scores_gemma":[0.9875267,0.00392648,0.001646534,0.0007045402,0.005848839,0.0003469286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006481095,0.0006168413,0.1317115,0.003008372,0.0006979772,0.001351475,0.001729436,0.1969607,0.01954958,0.1245275,0.03264862,0.48655],"study_design_scores_gemma":[0.0001417063,0.002373849,0.1207167,0.002489903,0.0005440459,0.001128367,0.009189781,0.063665,0.02762502,0.1311021,0.6406618,0.0003617607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1361486,0.008588196,0.2798408,0.006033748,0.0003887981,0.003538753,0.01443389,0.001097727,0.5499296],"genre_scores_gemma":[0.7383991,0.01620624,0.1906052,0.002383919,0.0002863105,0.0036078,0.007172798,0.0005006825,0.04083786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01153026,"threshold_uncertainty_score":0.04918712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225988530778762,"score_gpt":0.2568083118172083,"score_spread":0.234209458739332,"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."}}