{"id":"W4280634112","doi":"10.1017/9781108819732","title":"Ecotoxicology","year":2022,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Institut National de la Recherche Scientifique","funders":"","keywords":"Ecotoxicology; Underpinning; Environmental planning; Environmental remediation; Engineering ethics; Environmental science; Engineering; Ecology; Biology; Contamination","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004019806,0.001269533,0.001040872,0.001811682,0.001186898,0.005436609,0.001521659,0.001952103,0.1257917],"category_scores_gemma":[0.0008297272,0.0004911583,0.0007408776,0.001977439,0.001201176,0.00242827,0.002528965,0.002680891,0.1003949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446149,"about_ca_system_score_gemma":0.001468614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626575,"about_ca_topic_score_gemma":0.002496734,"domain_scores_codex":[0.9990971,0.0000733629,0.00003516933,0.0001659335,0.000567607,0.00006083105],"domain_scores_gemma":[0.9996057,0.00006857423,0.00002546689,0.00005737794,0.0001934896,0.00004933996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003532747,0.0001003478,0.0002562194,0.001703071,0.00001529314,0.0004075236,0.0003848015,0.0004686872,0.01046522,0.0324777,0.5815392,0.3721465],"study_design_scores_gemma":[0.000001676319,0.00001297664,0.0001053053,0.0001320409,0.000002259713,0.0002374772,0.00002846995,0.00003171942,0.0004808595,0.002187068,0.9967762,0.000003956427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001258366,0.08293244,0.007524167,0.004065686,0.004774344,0.0002183499,0.00179644,0.001202756,0.8962275],"genre_scores_gemma":[0.0048789,0.04248021,0.003574985,0.003255249,0.0008600751,0.0001310907,0.001325408,0.0003200849,0.9431739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1257917,"threshold_uncertainty_score":0.4208151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007565924756608747,"score_gpt":0.1606226183902141,"score_spread":0.1530566936336053,"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."}}