{"id":"W1971092095","doi":"10.1007/s00027-006-0869-7","title":"Effect of ultraviolet and visible radiation on iron lability in boreal and artificial waters","year":2007,"lang":"en","type":"article","venue":"Aquatic Sciences","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lability; Ethylenediaminetetraacetic acid; Chemistry; Chelation; Environmental chemistry; Irradiation; Deferoxamine; Dissolved organic carbon; Inorganic chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003292458,0.00007975796,0.0001194345,0.00005000813,0.00006341688,0.00001370517,0.00009052663,0.00003402401,0.00003745871],"category_scores_gemma":[0.0002029313,0.00005773541,0.00001138336,0.0001934727,0.0009024463,0.0001264199,0.00004067691,0.00004961946,0.00001883378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000643004,"about_ca_system_score_gemma":0.000003715072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007791931,"about_ca_topic_score_gemma":0.0001395366,"domain_scores_codex":[0.998832,0.0001359706,0.000211304,0.000275813,0.000345942,0.0001989702],"domain_scores_gemma":[0.9992669,0.0005158456,0.0000527468,0.0001045447,4.539278e-7,0.00005956234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003400716,0.00005152571,0.7780371,0.00001104914,7.411454e-7,0.000001101142,0.0005489011,0.0005510114,0.03121752,0.00005044308,0.000007162806,0.1894895],"study_design_scores_gemma":[0.0001691057,0.0007229366,0.8981676,0.00001137289,0.000004636865,0.000001110678,0.0001115327,0.001773775,0.09834472,0.0005990326,0.00002143309,0.00007274414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983163,0.00001842815,0.00007710962,0.00007943471,0.00004722991,0.0002072618,7.928367e-7,0.000004670243,0.001248802],"genre_scores_gemma":[0.9995189,0.00001863254,0.0003965219,0.00004301163,0.000008024809,0.00000372325,6.110925e-7,0.000002364495,0.000008236944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1894168,"threshold_uncertainty_score":0.3325101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009685082940114107,"score_gpt":0.2768341495054371,"score_spread":0.267149066565323,"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."}}