{"id":"W1502372111","doi":"10.5772/13496","title":"Toxicology of the Herbicide Acrolein: Risk Assessment in Aquatic Environments","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Pesticide and Herbicide Environmental Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acrolein; Partition coefficient; Environmental chemistry; Formaldehyde; Chemistry; Environmental science; Solubility; Environmental engineering; Organic chemistry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003212919,0.0004835948,0.0005965168,0.00006345852,0.0001295811,0.000008544626,0.0007689018,0.0003921845,0.00585831],"category_scores_gemma":[0.00002711849,0.0003693609,0.0002458021,0.00002156307,0.001265776,0.00004704099,0.001366752,0.0009965139,0.0006683785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007457987,"about_ca_system_score_gemma":0.00002156778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333991,"about_ca_topic_score_gemma":0.003029033,"domain_scores_codex":[0.9976314,0.00008462661,0.0007352165,0.0005837845,0.0005462784,0.000418637],"domain_scores_gemma":[0.9984214,0.0001120992,0.0006232516,0.0007615414,0.000001283179,0.00008037413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917252,0.001010066,0.4315027,0.0001364077,0.001121868,0.0003395733,0.004880287,0.0001390726,0.3644458,0.007060697,0.002241173,0.1868306],"study_design_scores_gemma":[0.001502652,0.0009214331,0.4278058,0.0007450184,0.000543864,0.00003809205,0.0001623182,0.00003412341,0.09514118,0.2748206,0.196574,0.00171092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03738286,0.0001779443,0.0003030026,0.00006984526,0.0002199053,0.0007959428,0.00002828854,0.00002034205,0.9610019],"genre_scores_gemma":[0.8010899,0.0001517281,0.0003003509,0.000292946,0.00002728902,0.00006863847,0.000003018981,0.00006165946,0.1980045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.763707,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879129521428918,"score_gpt":0.237293328701352,"score_spread":0.2185020334870628,"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."}}