{"id":"W3087728234","doi":"10.1155/2020/2639389","title":"Environmental Behavior and Effects of Pollutants in Water","year":2020,"lang":"en","type":"article","venue":"Journal of Chemistry","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Chemistry; Pollutant; Environmental chemistry; Water pollutants; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00009225825,0.00005408355,0.0001174227,0.000005436397,0.00001147145,0.000004707894,0.00007741494,0.0000354753,0.0008862976],"category_scores_gemma":[0.000007121052,0.00003931021,0.00003215159,0.00002165164,0.00007213229,0.00008051997,0.00006246437,0.0001048799,0.000008736295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004414859,"about_ca_system_score_gemma":0.000003467547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003736162,"about_ca_topic_score_gemma":2.229933e-7,"domain_scores_codex":[0.9994367,0.0000189251,0.0002248308,0.00006211447,0.0001719997,0.00008538541],"domain_scores_gemma":[0.9997674,0.0000110409,0.00008968804,0.00003928558,8.003198e-7,0.00009179302],"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":[0.00002086245,0.00007326295,0.04068821,0.00003371949,0.000004146887,0.0000430152,0.0007019015,0.00001465873,0.9568243,1.607173e-7,0.00004988235,0.001545876],"study_design_scores_gemma":[0.0004785679,0.00004641747,0.1285045,0.00001394697,0.00001205448,0.00003227883,0.00006164114,0.000007642971,0.8702935,0.00001706853,0.000487599,0.00004475459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991419,0.00003985334,0.000010878,0.0005656853,0.00002050467,0.00003078654,0.000003477502,0.000001124259,0.0001857603],"genre_scores_gemma":[0.9996129,0.00002202645,0.00012536,0.0001673287,0.00002513609,5.840458e-7,3.024571e-7,0.00000306046,0.00004331597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08781631,"threshold_uncertainty_score":0.9704337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007651110161874031,"score_gpt":0.2189242719434501,"score_spread":0.2112731617815761,"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."}}