{"id":"W2950154352","doi":"","title":"Emerald deposits around the world, their similarities and differences","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emerald; Geography; Geology; Mineralogy","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":[0.002063351,0.0002941983,0.000326977,0.0001020551,0.0008501692,0.000260897,0.00081495,0.0001799452,0.0003568061],"category_scores_gemma":[0.0003478635,0.0001731689,0.00009979046,0.0001361139,0.0009333753,0.0001025583,0.0004218474,0.0004917592,0.00002847483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005584145,"about_ca_system_score_gemma":0.00006841855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979637,"about_ca_topic_score_gemma":0.1169278,"domain_scores_codex":[0.9955495,0.003114501,0.0002986932,0.0005249163,0.0001873104,0.0003250958],"domain_scores_gemma":[0.9952109,0.003251649,0.0002323473,0.0008398826,0.0003704603,0.00009473863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002893355,0.00008253057,0.8793766,0.0001449896,0.0003198716,0.000009304223,0.01007522,0.00001913011,0.00005571397,0.02022904,0.007715642,0.081943],"study_design_scores_gemma":[0.0003463439,9.38416e-7,0.91492,0.0009401161,0.00007741143,0.00002630035,0.0003618939,0.002373085,0.001214181,0.06313606,0.01605752,0.0005461814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7566572,0.01668376,0.003442244,0.10525,0.0005901603,0.0004796711,0.0002964987,0.0001585543,0.1164419],"genre_scores_gemma":[0.9766189,0.001922064,0.001036931,0.0006395938,0.00006008732,0.00001288113,0.0001367844,0.000007044847,0.01956569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2199617,"threshold_uncertainty_score":0.899186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193033131293663,"score_gpt":0.2099435948045918,"score_spread":0.1906402816752255,"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."}}