{"id":"W4402078117","doi":"10.21474/ijar01/19226","title":"INFLUENCE OF THE WATER QUALITY OF LAKE TOHO LOCATED IN THE MONO DEPARTMENT, SOUTHWEST BENIN, BY GLYPHOSATE AND METALS (COPPER, ZINC, LEAD, CADMIUM)","year":2024,"lang":"en","type":"article","venue":"International Journal of Advanced Research","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cadmium; Zinc; Copper; Glyphosate; Water quality; Environmental science; Heavy metals; Lead (geology); Environmental chemistry; Metallurgy; Materials science; Chemistry; Geology; Agronomy; 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":[],"consensus_categories":[],"category_scores_codex":[0.00230939,0.00005971347,0.0001459367,0.00007726521,0.0001370534,0.00003161175,0.0005160639,0.0000331229,0.00003016707],"category_scores_gemma":[0.0003555803,0.0000269978,0.00006814007,0.000189828,0.000604969,0.0002107303,0.000138355,0.0002931106,0.000003909081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598006,"about_ca_system_score_gemma":0.00005295439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888968,"about_ca_topic_score_gemma":0.006470347,"domain_scores_codex":[0.9976822,0.0004070811,0.0003919677,0.0001016055,0.001242701,0.0001745046],"domain_scores_gemma":[0.9991701,0.0004022502,0.00009542518,0.00006996993,0.0002224579,0.00003975568],"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":[0.001445666,0.001312396,0.2851882,0.0002447603,0.0011233,0.000177136,0.133819,0.01155967,0.5150679,0.008307379,0.004770541,0.03698411],"study_design_scores_gemma":[0.001997396,0.0006067274,0.4617018,0.0006895715,0.00005250949,0.00003143995,0.03005377,0.00004561095,0.07791717,0.01297484,0.4135546,0.0003745928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920558,0.001788063,0.000009710219,0.005363388,0.0001445181,0.0001109922,0.00004411686,0.00000196308,0.0004814706],"genre_scores_gemma":[0.997875,0.001468291,0.00002503964,0.00003643294,0.00004689925,0.000005661181,0.000001647937,0.000003694421,0.0005373356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4371507,"threshold_uncertainty_score":0.4367275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06150904353541321,"score_gpt":0.4106776108932489,"score_spread":0.3491685673578357,"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."}}