{"id":"W2101111197","doi":"10.1093/plankt/fbi070","title":"Bioavailable iron in oligotrophic Lake Superior assessed using biological reporters","year":2005,"lang":"en","type":"article","venue":"Journal of Plankton Research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Bowling Green State University; National Science Foundation","keywords":"Bioreporter; Phytoplankton; Bioavailability; Synechococcus; Environmental chemistry; Environmental science; Cyanobacteria; Chemistry; Biology; Ecology; Nutrient; Bacteria; Reporter gene; Biochemistry","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":[0.0002509481,0.0001624733,0.0002572484,0.0003303844,0.0002599509,0.0002956883,0.0001301688,0.000220709,0.00025482],"category_scores_gemma":[0.0002716592,0.0001741317,0.00006777122,0.0004427046,0.000278115,0.0002076585,0.0003354699,0.0001852763,0.00006189265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008285898,"about_ca_system_score_gemma":0.0003901444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02232946,"about_ca_topic_score_gemma":0.0494795,"domain_scores_codex":[0.9998807,0.00001109198,0.00000730005,0.00003275024,0.0000513618,0.00001684607],"domain_scores_gemma":[0.9997764,0.00002644489,0.000101183,0.000006539392,0.00005189517,0.00003752538],"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":[0.0002253478,0.00003613289,0.07363881,0.00006177917,0.000009022865,0.00005594312,0.0008843135,0.000230411,0.9220983,0.00008137907,0.00005491023,0.002623657],"study_design_scores_gemma":[0.00002898067,0.001072463,0.8942184,0.00002181634,0.00003607232,0.0001778094,0.00133816,0.00462351,0.09596246,0.0001492704,0.002347716,0.00002329602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996576,0.00004479169,0.0001027695,0.00001155472,3.772784e-7,0.000001986814,0.0000597718,0.000003527082,0.0001175726],"genre_scores_gemma":[0.9983193,0.000086012,0.000775486,0.00001776784,0.000001399445,0.000009771346,0.0002556077,0.000001768158,0.0005327769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9776706,"threshold_uncertainty_score":0.04439896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075360688233069,"score_gpt":0.331813064748342,"score_spread":0.2242769959250351,"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."}}