{"id":"W2138581178","doi":"10.1897/ieam_2006-031.1","title":"In situ-based effects measures: Determining the ecological relevance of measured responses","year":2007,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Relevance (law); Ecology; Population; Environmental resource management; Environmental science; Computer science; Biology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00129706,0.0007460251,0.001309034,0.0002598034,0.0002356266,0.00003401099,0.0006704578,0.000541675,0.0006643723],"category_scores_gemma":[0.00003959852,0.0005073896,0.0002952392,0.0004200338,0.001145695,0.0001623225,0.0007050431,0.0008441609,0.0001199748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149742,"about_ca_system_score_gemma":0.00002388174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001285097,"about_ca_topic_score_gemma":0.0001729147,"domain_scores_codex":[0.9958776,0.0008576236,0.001036559,0.0009493285,0.0005956117,0.0006833418],"domain_scores_gemma":[0.9977325,0.001050586,0.0005143412,0.0005671173,0.000001837701,0.0001335688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001161163,0.001748004,0.007607782,0.001689021,0.0002601907,0.0003144246,0.00005540145,0.00009155471,0.0002691987,0.00009161202,0.001007815,0.9867489],"study_design_scores_gemma":[0.001277648,0.0006507069,0.0394896,0.001316855,0.0006259933,0.00001734237,0.0001097836,0.00005005805,0.0002132953,0.0001053622,0.9554334,0.0007099527],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03977822,0.9220726,0.0008350356,0.0002208741,0.001210157,0.01120424,0.0001071942,0.0001336494,0.02443805],"genre_scores_gemma":[0.03689357,0.9588364,0.00181609,0.0004940793,0.000022442,0.0006793183,0.00007996664,0.00006488374,0.001113292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860389,"threshold_uncertainty_score":0.9997378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794720415444419,"score_gpt":0.3264541027075726,"score_spread":0.2885068985531284,"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."}}