{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005568526,0.00008560661,0.00006720779,0.000005204578,0.00008477196,0.0000290974,0.0001646383,0.00006489501,0.1838757],"category_scores_gemma":[0.00000219408,0.00004475337,0.00004961414,0.00006260393,0.00004007804,0.00001403013,0.0000071788,0.00004125353,0.004421846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000160747,"about_ca_system_score_gemma":0.000005898655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008210784,"about_ca_topic_score_gemma":0.02581988,"domain_scores_codex":[0.9995334,0.00001090684,0.00005776025,0.0000937088,0.0001128643,0.0001913482],"domain_scores_gemma":[0.9997447,0.000009940997,0.00003736787,0.0001395473,0.000001982017,0.00006648101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002268057,0.000004753138,0.1397799,0.000009896424,0.00004149605,0.000001049692,0.000001975452,0.000009989476,1.73123e-7,0.00008856319,0.7934591,0.06660083],"study_design_scores_gemma":[0.00002284179,0.000003639871,0.006546139,0.000003022568,0.00002390579,0.000001891222,0.00003047681,0.00004914174,0.000003295761,0.0002108824,0.9930276,0.00007711787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001069697,0.002459999,0.00000353959,0.0001708719,0.0001665163,0.00002836655,0.0001002698,0.00004143842,0.996922],"genre_scores_gemma":[0.0283103,0.0001533907,0.00006860778,0.00008521687,0.0003275841,2.389723e-7,0.0002157098,0.000005291328,0.9708337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1995686,"threshold_uncertainty_score":0.9983937,"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."}}