{"id":"W3126892466","doi":"10.2138/gselements.16.2.126","title":"Mineralogical Society of Great Britain and Ireland","year":2020,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Political science; Archaeology; History; Geology","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":[0.00007137095,0.00005335172,0.0001048967,0.000005160016,0.00004984877,0.000003315233,0.000045355,0.00003293086,0.0009111695],"category_scores_gemma":[0.00001508974,0.00003940292,0.00002523603,0.00004434471,0.0000968671,0.00003240891,0.0000131799,0.00004848592,0.00002355007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.047162e-7,"about_ca_system_score_gemma":0.000003586764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295381,"about_ca_topic_score_gemma":0.0001541823,"domain_scores_codex":[0.9995891,0.00002297132,0.0001040502,0.0001163241,0.00005939608,0.0001081255],"domain_scores_gemma":[0.9998509,0.00003366113,0.00002682055,0.00003115636,0.000008797643,0.00004862823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001429426,0.000003388691,0.9738942,0.00001109898,0.00003303463,0.000004304817,0.0002506458,0.000007617309,0.000054362,0.00001799276,0.0221187,0.003590347],"study_design_scores_gemma":[0.0003718277,0.0001762656,0.9885784,0.000002427578,0.00001165118,0.00000418387,0.00008553982,0.0009427592,0.00002145999,0.0002771826,0.009471223,0.0000570543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931159,0.0008174122,0.00002269133,0.002741242,0.00003364949,0.00005119863,0.00003616183,0.000008915817,0.003172833],"genre_scores_gemma":[0.9971094,0.00009751811,0.0009919603,0.001489918,0.00004605213,2.820381e-7,0.00002834197,6.390798e-7,0.0002358979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468422,"threshold_uncertainty_score":0.9976667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775539671308412,"score_gpt":0.2245368190055159,"score_spread":0.1967814222924318,"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."}}