{"id":"W7114781847","doi":"10.5281/zenodo.17874466","title":"Comparative Insights into Banded Iron Formations of Ivory Coast and Guinea","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Banded iron formation; Archean; Proterozoic; Metallogeny; Precambrian; Mineralization (soil science); Metamorphism; Wolframite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001834287,0.0001794617,0.0001950416,0.00375178,0.0004603625,0.0006523395,0.0001944101,0.000158001,0.002578658],"category_scores_gemma":[0.0004718265,0.0001640279,0.0001494283,0.001732677,0.0006517448,0.0003235407,0.0008057422,0.0001642619,0.000205595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005313268,"about_ca_system_score_gemma":0.00038117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01959767,"about_ca_topic_score_gemma":0.04725406,"domain_scores_codex":[0.9999022,0.00001466745,0.00000968419,0.00002119256,0.000009551952,0.00004267416],"domain_scores_gemma":[0.9998344,0.00002615312,0.0000724081,0.00001122277,0.00003081964,0.00002482372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007273322,0.00006152168,0.8403704,0.0004110854,0.000111997,0.003937473,0.01738033,0.0002340001,0.04887513,0.003177614,0.0002421228,0.08447088],"study_design_scores_gemma":[0.000004889045,0.00005051859,0.9908962,0.00008709379,0.00002056285,0.0007711547,0.004614125,0.00005268097,0.0005376211,0.0001230903,0.002837882,0.000004143616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927481,0.0007942861,0.00007381853,0.00002417635,0.00000337258,0.000007761836,0.0001305288,0.000002574115,0.006215415],"genre_scores_gemma":[0.9976802,0.0007355445,0.0004170296,0.00001816463,0.000001912733,0.000006453703,0.0002062129,0.000004878047,0.0009295583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01959767,"threshold_uncertainty_score":0.03896719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329084468278603,"score_gpt":0.2236035797714378,"score_spread":0.2003127350886517,"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."}}