{"id":"W4288548860","doi":"","title":"Phosphorus mobility in dam reservoir affected by redox oscillations: An experimental study","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Redox; Phosphorus; Environmental science; Geology; Chemistry; Materials science; Metallurgy; Inorganic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002157054,0.0002532126,0.0004458417,0.0002630256,0.0007160102,0.0003459893,0.0005441809,0.0004981665,0.002089928],"category_scores_gemma":[0.0003652162,0.0002209526,0.000347847,0.0003149852,0.0008367674,0.0006731193,0.0005471344,0.0005477723,0.0002062676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303602,"about_ca_system_score_gemma":0.0004791115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240282,"about_ca_topic_score_gemma":0.001765091,"domain_scores_codex":[0.9998542,0.00002270443,0.000005552692,0.0000536668,0.00002029876,0.00004352893],"domain_scores_gemma":[0.9997174,0.00007619931,0.00004519403,0.00005078123,0.00003942088,0.00007094494],"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":[0.006894135,0.003307241,0.02018786,0.0001046902,0.00003994258,0.0004527804,0.0013721,0.001220672,0.9592336,0.0006379086,0.0001592195,0.006389879],"study_design_scores_gemma":[0.0007576316,0.05693454,0.212609,0.00002941538,0.0004843707,0.001067699,0.003823433,0.02830791,0.6892364,0.002424621,0.004167041,0.0001579501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995438,0.00001259621,0.0002322827,0.000006259791,0.000002745802,0.00001000442,0.00003798662,0.000003554961,0.0001507545],"genre_scores_gemma":[0.9982163,0.00004591016,0.0004778045,0.000008223307,0.000004477651,0.00004852087,0.00008109899,0.000005717485,0.001111796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00240282,"threshold_uncertainty_score":0.006991446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194947954387827,"score_gpt":0.2446666994229893,"score_spread":0.232717219879111,"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."}}