{"id":"W2893326072","doi":"10.1139/er-2018-0020","title":"Review and synthesis: iron input, biogeochemistry, and ecological approaches in seawater","year":2018,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biogeochemical cycle; Biogeochemistry; Tailings; Environmental science; Phytoplankton; Ecology; Ecosystem; Primary producers; Earth science; Environmental chemistry; Chemistry; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007928265,0.001679465,0.002427175,0.005244239,0.0005108989,0.002306654,0.001549076,0.001736578,0.0257252],"category_scores_gemma":[0.002432294,0.0003367932,0.001059102,0.005846072,0.0007248034,0.002338927,0.001389652,0.002094461,0.00644593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457484,"about_ca_system_score_gemma":0.002672827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822512,"about_ca_topic_score_gemma":0.002361732,"domain_scores_codex":[0.9995578,0.00007798487,0.00009428003,0.0001052301,0.0001289596,0.00003577203],"domain_scores_gemma":[0.9983824,0.0008997965,0.0002557175,0.00005292229,0.0002911845,0.0001178492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001843,0.00007377609,0.0002104347,0.1932846,0.0003731849,0.0003372709,0.0002492118,0.0008467333,0.002069688,0.007311406,0.2406099,0.5544494],"study_design_scores_gemma":[0.00001003094,0.00005997439,0.0006067626,0.01527816,0.0001925461,0.0003642413,0.00007820457,0.00005107957,0.0001563794,0.001226565,0.9819592,0.00001703865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001173802,0.9930984,0.0001935482,0.0008245351,0.002981806,0.00001527087,0.0001453832,0.00001754853,0.002606101],"genre_scores_gemma":[0.0009015955,0.9925188,0.0002819624,0.001016084,0.002743193,0.00002657213,0.0001983418,0.000007018562,0.002306372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0257252,"threshold_uncertainty_score":0.08605933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742289688034065,"score_gpt":0.2412197826074801,"score_spread":0.2137968857271395,"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."}}