{"id":"W3193162991","doi":"10.19044/esj.2021.v17n25p174","title":"Evaluation Des Teneurs En Eléments Traces Métalliques (Cadmium Et Plomb) Dans L’eau, Les Sédiments Et Deux Espèces De Poissons Clarias gariepinus (Burchell, 1822) Et Oreochromis niloticus (Linné, 1758) Dans Le Pool Malebo (Fleuve Congo), RD Congo","year":2021,"lang":"fr","type":"article","venue":"European Scientific Journal ESJ","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clarias gariepinus; Chemistry; Forestry; Cadmium; Environmental chemistry; Catfish; Biology; Geography; Fish <Actinopterygii>; Fishery","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01576481,0.0006641806,0.0006962734,0.0001245521,0.003438558,0.00145801,0.001100806,0.000426885,0.001410736],"category_scores_gemma":[0.002686769,0.0004014648,0.0004292,0.0007504951,0.00274942,0.0009881742,0.0006480748,0.001479669,0.0003053717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004517256,"about_ca_system_score_gemma":0.0006890664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337305,"about_ca_topic_score_gemma":0.009480788,"domain_scores_codex":[0.9826525,0.01265861,0.001097726,0.001270944,0.0009393307,0.001380911],"domain_scores_gemma":[0.9961939,0.00104109,0.0007468584,0.0002916103,0.001179881,0.0005466109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004355038,0.004090898,0.145199,0.0001371382,0.002657477,0.003247825,0.09650112,0.002163738,0.6552788,0.003006785,0.05936664,0.02791508],"study_design_scores_gemma":[0.002303112,0.002026629,0.8286294,0.0005923994,0.0009991809,0.002705063,0.06867295,0.0008482473,0.02580454,0.005315343,0.06074958,0.001353561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474291,0.007285957,0.0001750933,0.0270506,0.003463139,0.0004544937,0.0003565673,0.00009551798,0.01368953],"genre_scores_gemma":[0.9687642,0.003049289,0.0008498509,0.002019528,0.0004697578,0.00002126917,0.0003229738,0.00002434741,0.02447877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6834304,"threshold_uncertainty_score":0.9999645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05968672012246868,"score_gpt":0.3073001186500428,"score_spread":0.2476133985275741,"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."}}