{"id":"W2947678502","doi":"10.1111/1755-6724.13723","title":"Iron Speciation of Mud Breccia from the Dushanzi Mud Volcano in the Xinjiang Uygur Autonomous Region, NW China","year":2018,"lang":"en","type":"article","venue":"Lanzhou University Institutional Repository","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mud volcano; Breccia; Volcano; Geology; Geochemistry; China; Genetic algorithm; Earth science; Geography; Biology; Archaeology; Ecology","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":[0.0002936591,0.00009076172,0.0001196866,0.00007714351,0.000783359,0.00001644707,0.0005033295,0.0001344844,0.0002368301],"category_scores_gemma":[0.00005370891,0.00006291067,0.00005378764,0.0002508264,0.0008817224,0.0001824223,0.00002870321,0.0002677058,0.0001214049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001393724,"about_ca_system_score_gemma":0.0002821653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007614992,"about_ca_topic_score_gemma":0.01418765,"domain_scores_codex":[0.9988664,0.0003486552,0.0001432099,0.000206422,0.000236314,0.0001990223],"domain_scores_gemma":[0.9992819,0.0002725617,0.00009874382,0.0002410861,0.0000644965,0.00004121518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270142,0.0000244324,0.994708,0.000004515201,0.00001668593,0.0001875037,0.001032227,0.0002732303,0.00001370203,0.002548376,0.0008322899,0.0002319936],"study_design_scores_gemma":[0.000282419,0.00007695305,0.9860952,0.00001860419,0.00001658971,0.0001315439,0.0004767294,0.0006501778,0.00006021409,0.000388863,0.01172928,0.00007335191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91988,0.0001833126,0.00005749318,0.001261716,0.0004297085,0.0001296156,0.00002913792,0.00001549969,0.07801357],"genre_scores_gemma":[0.9983925,0.00003529976,0.00005994159,0.0001345605,0.0002933549,1.843263e-7,0.0000907427,9.881896e-7,0.0009924088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07851257,"threshold_uncertainty_score":0.9989934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320492359317352,"score_gpt":0.1959848355199509,"score_spread":0.1827799119267773,"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."}}