{"id":"W1532096202","doi":"10.1002/9781118280874.ch6","title":"The Global Iron Cycle","year":2012,"lang":"en","type":"other","venue":"","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.0002127974,0.0003246769,0.0001747938,0.0005285489,0.0004419321,0.001043058,0.0002169928,0.0003852116,0.01007851],"category_scores_gemma":[0.0003509419,0.00006074338,0.0001098663,0.0008656324,0.0003969232,0.00112533,0.0008253122,0.0004072937,0.002577949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103837,"about_ca_system_score_gemma":0.0008450912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048338,"about_ca_topic_score_gemma":0.009757491,"domain_scores_codex":[0.9999315,0.000008019436,0.000002421448,0.00002153916,0.00002247618,0.00001404232],"domain_scores_gemma":[0.9999337,0.00000360229,0.000008072368,0.000009155744,0.00002843729,0.00001696293],"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":[0.0001375732,0.00002088603,0.02139697,0.0006765533,0.00007996902,0.0002357182,0.001018613,0.001968123,0.005154674,0.1470094,0.2566363,0.5656653],"study_design_scores_gemma":[0.000005231162,0.00001635623,0.01206603,0.00008898893,0.000009161104,0.00009101535,0.000170358,0.000252948,0.000236874,0.01194777,0.9751086,0.000006573548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1128612,0.08215542,0.008142176,0.04161923,0.001865556,0.0001442566,0.02497864,0.001315303,0.7269182],"genre_scores_gemma":[0.8073374,0.06104831,0.009390833,0.005448586,0.001127565,0.0001325131,0.01066489,0.0002587296,0.1045911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01048338,"threshold_uncertainty_score":0.03371602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004107988977045346,"score_gpt":0.184826505702734,"score_spread":0.1807185167256886,"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."}}