{"id":"W1509824193","doi":"10.1002/2014jg002745","title":"Formation of iron‐rich shelled structures by microbial communities","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Western University","funders":"Department for the Economy","keywords":"Mineralization (soil science); Goethite; Metal; Zinc; Biomineralization; Sulfide; Stacking; Iron oxide; Oxide; Chemical engineering; Chemistry; Ferrous; Mineralogy; Materials science; Metallurgy","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":[],"consensus_categories":[],"category_scores_codex":[0.00173012,0.00007366366,0.0001685255,0.0001441593,0.0001508002,0.00007171062,0.0005633152,0.00004156468,0.0002607914],"category_scores_gemma":[0.0002465339,0.00005073935,0.00005729664,0.0005770483,0.000881888,0.0007241482,0.000144414,0.0002340713,0.00003305433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008082709,"about_ca_system_score_gemma":0.00006717756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356046,"about_ca_topic_score_gemma":0.0001597756,"domain_scores_codex":[0.9976553,0.0003325566,0.0003853351,0.00007670507,0.001335817,0.0002142844],"domain_scores_gemma":[0.9990725,0.0001730436,0.0002362181,0.0001202724,0.0002293627,0.0001686282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001373278,0.0002754637,0.00562898,0.0000130052,0.000005080127,0.000002188888,0.004808666,0.00004038218,0.7843173,0.001049968,0.1980851,0.005636548],"study_design_scores_gemma":[0.001229393,0.003604247,0.01891032,0.00005626594,0.00001388157,0.00003931258,0.01155356,0.005235081,0.8754152,0.03389362,0.04972072,0.0003283872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960029,0.00004692225,0.0007195678,0.0005728684,0.00006815606,0.00009647689,0.00001043194,0.00000682211,0.002475891],"genre_scores_gemma":[0.9977381,0.00005924515,0.001676723,0.0000626408,0.00004640743,0.000002048065,0.000004353649,0.000003118197,0.0004073835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1483644,"threshold_uncertainty_score":0.5073359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06912951175346285,"score_gpt":0.3576805932382243,"score_spread":0.2885510814847614,"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."}}