{"id":"W1596235566","doi":"10.5772/16749","title":"Geochemical Indicators of Organo-Chloro Pesticides in Lake Sediments","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pesticide; Geology; Geochemistry; Environmental chemistry; Environmental science; Hydrology (agriculture); Geotechnical engineering; Chemistry; Ecology; Biology","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":["insufficient_payload"],"category_scores_codex":[0.0002101325,0.0004108465,0.0004966657,0.0002389296,0.00002539554,0.000008712004,0.0006749017,0.000561567,0.02255751],"category_scores_gemma":[0.0001005389,0.0003887202,0.0001125119,0.0000444552,0.0007174081,0.0000505093,0.0005246511,0.0006502201,0.00102389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303146,"about_ca_system_score_gemma":0.00006988144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007426416,"about_ca_topic_score_gemma":0.0005412982,"domain_scores_codex":[0.9979646,0.0000152911,0.00060153,0.0004891247,0.0005156247,0.0004138176],"domain_scores_gemma":[0.9988183,0.0000619095,0.0003571753,0.0005671073,0.000002559904,0.0001929383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000229114,0.0002589896,0.01329697,0.00007812827,0.0003132555,0.0004766925,0.003530883,3.298728e-7,0.6097928,0.001436517,0.001227338,0.369359],"study_design_scores_gemma":[0.0004950141,0.000181246,0.007226347,0.0003831528,0.00007879992,0.00005338321,0.00001615736,7.672382e-7,0.9196689,0.03336758,0.0378077,0.0007209917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03998629,0.00003696196,0.0000586732,0.00001922506,0.0002011637,0.0003702077,0.0003002327,0.00008455779,0.9589427],"genre_scores_gemma":[0.9056131,0.000007802963,0.0001819388,0.0001075654,0.00003638746,0.000004094459,0.00000314542,0.00008130763,0.09396464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8656268,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279434464981642,"score_gpt":0.2237115489817961,"score_spread":0.2109172043319797,"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."}}