{"id":"W2911525879","doi":"10.3390/min9020105","title":"Emerald Deposits: A Review and Enhanced Classification","year":2019,"lang":"en","type":"review","venue":"Minerals","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Emerald; Metasomatism; Geology; Pegmatite; Geochemistry; Metamorphic rock; Ultramafic rock; Sedimentary rock; Evaporite; Columbite; Mineralogy; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001302495,0.001230619,0.001593157,0.01678894,0.0006138796,0.002482099,0.002077525,0.001183479,0.00627596],"category_scores_gemma":[0.003534556,0.0005052398,0.001074521,0.0123345,0.001241341,0.003739559,0.001400516,0.001117662,0.003026174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027882,"about_ca_system_score_gemma":0.001818963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003437031,"about_ca_topic_score_gemma":0.002877654,"domain_scores_codex":[0.9990531,0.000113342,0.0003100752,0.0001770275,0.0002785666,0.00006784963],"domain_scores_gemma":[0.998382,0.0005766754,0.0004193123,0.00006976305,0.0004802,0.00007202743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001351301,0.00006387831,0.002529342,0.02524834,0.0001345863,0.0005560723,0.0002929217,0.000451356,0.0006555014,0.005136694,0.03424936,0.9305469],"study_design_scores_gemma":[0.0000111066,0.0000499009,0.004643241,0.008265501,0.0002112729,0.003779488,0.000210407,0.0001257291,0.000476081,0.001879651,0.9803099,0.00003771416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001136489,0.9934903,0.000683246,0.000481058,0.0003556649,0.00002773069,0.0003988582,0.00005077862,0.003375847],"genre_scores_gemma":[0.005021134,0.9901587,0.001565646,0.0004366066,0.0004724836,0.00002566042,0.0008514464,0.0000192757,0.00144907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01678894,"threshold_uncertainty_score":0.02099514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09332886343418223,"score_gpt":0.3274858475162379,"score_spread":0.2341569840820557,"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."}}