{"id":"W3098567172","doi":"10.3390/min10111037","title":"Mineralogy, Geochemistry and Genesis of Agate—A Review","year":2020,"lang":"en","type":"article","venue":"Minerals","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Kempe Foundation","keywords":"Chalcedony; Geology; Geochemistry; Mineralogy; Diagenesis; Mineral; Volcanic glass; Calcite; Quartz; Volcanic rock; Volcano; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001183698,0.0001126134,0.0003146667,0.00001448133,0.00004529295,0.000003296029,0.0001024087,0.00005814481,0.002366675],"category_scores_gemma":[0.0001324572,0.00008746902,0.00004468491,0.0001116215,0.0001703592,0.00004454002,0.00001782929,0.00006663759,0.00004974877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.697607e-7,"about_ca_system_score_gemma":0.00001100871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005626772,"about_ca_topic_score_gemma":0.0001527136,"domain_scores_codex":[0.9993008,0.00004565455,0.0002187463,0.0002060689,0.0000710795,0.0001576328],"domain_scores_gemma":[0.9996307,0.00007620492,0.00007054771,0.00009863142,0.00003095197,0.00009296674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004881929,0.00001737508,0.5271091,0.00193072,0.0001404641,0.00006177141,0.0003917807,0.00005098932,0.03230499,0.0000495146,0.4275542,0.01034019],"study_design_scores_gemma":[0.002593529,0.001103698,0.6872204,0.001102675,0.0007525682,0.0003712715,0.0004582831,0.002564718,0.01573084,0.001651934,0.284617,0.001833042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421001,0.1285806,0.000005548908,0.01288685,0.00005672079,0.0001098511,0.00008221529,0.00002186381,0.0161562],"genre_scores_gemma":[0.9779463,0.01149429,0.0005669726,0.008803331,0.0001208874,0.000001575747,0.00008196283,0.000002380946,0.0009823375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601113,"threshold_uncertainty_score":0.9985453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624906252291905,"score_gpt":0.2269033906630791,"score_spread":0.20065432814016,"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."}}