{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555977,0.0008162786,0.000815359,0.001879007,0.001281146,0.003706112,0.001134155,0.001245431,0.2390548],"category_scores_gemma":[0.002739468,0.0004565276,0.0004250612,0.002313872,0.001208726,0.001350776,0.002080198,0.002119514,0.1252028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345027,"about_ca_system_score_gemma":0.005637699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02840745,"about_ca_topic_score_gemma":0.04050513,"domain_scores_codex":[0.998667,0.0001577879,0.0001364755,0.00029873,0.0006025159,0.0001375336],"domain_scores_gemma":[0.9977411,0.0001480097,0.0001491008,0.0004215635,0.001209968,0.0003302415],"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":[0.0001760816,0.00002715647,0.001127171,0.000900053,0.00002118408,0.0003793249,0.0002219265,0.0001742489,0.004224103,0.01050575,0.7489353,0.2333077],"study_design_scores_gemma":[0.000002636039,0.000007920127,0.001235355,0.00003499517,0.000001189723,0.00006108367,0.00006175262,0.00001018106,0.0001337696,0.0001899555,0.9982584,0.000002800381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004200191,0.04062426,0.002582521,0.01773799,0.01626496,0.0002547773,0.01858745,0.001003042,0.8987449],"genre_scores_gemma":[0.01439023,0.01215151,0.003204222,0.001402499,0.000690743,0.0001066846,0.005007196,0.0004716902,0.9625753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2390548,"threshold_uncertainty_score":0.7997178,"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."}}