{"id":"W2171623971","doi":"10.1093/petrology/egp038","title":"Evaluating the Origin of Garnet, Cordierite, and Biotite in Granitic Rocks: a Case Study from the South Mountain Batholith, Nova Scotia","year":2009,"lang":"en","type":"article","venue":"Journal of Petrology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Energy; Dalhousie University","funders":"","keywords":"Geology; Biotite; Geochemistry; Batholith; Cordierite; Monazite; Fractional crystallization (geology); Zircon; Trace element; Partial melting; Tourmaline; Magma; Mineralogy; Crust; Basalt; Quartz; Volcano","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131314,0.00009661991,0.0003096169,0.00007022662,0.00006979489,0.00002229365,0.000199793,0.0000399603,0.0006923069],"category_scores_gemma":[0.0003288247,0.00004325912,0.00007511766,0.0002525373,0.0001393467,0.00005265537,0.00001420212,0.000335503,0.000006019354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003100506,"about_ca_system_score_gemma":0.00002809066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01508087,"about_ca_topic_score_gemma":0.02797062,"domain_scores_codex":[0.9986452,0.0004098383,0.0004334202,0.0001270932,0.0001978507,0.0001865432],"domain_scores_gemma":[0.9987859,0.0006992151,0.000272381,0.0001103042,0.00007631554,0.00005587389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288097,0.00005489459,0.991522,0.000001367086,0.00003881821,0.0005252556,0.001120109,0.002488673,0.0001499623,0.000003275407,0.000008947192,0.003957852],"study_design_scores_gemma":[0.0006774746,0.001882591,0.9823192,0.00000872325,0.000140893,0.000897522,0.004058449,0.005912839,0.000006084808,0.004023368,0.00001493852,0.00005787691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975778,0.001107373,0.00002052738,0.001057395,0.00006292562,0.0000714862,0.00001428645,0.000001778751,0.00008642234],"genre_scores_gemma":[0.9991431,0.0000144287,0.0001608894,0.0005619798,0.0001087877,8.001069e-8,0.000002258762,7.985584e-7,0.00000772063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288975,"threshold_uncertainty_score":0.9914778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249919377498176,"score_gpt":0.294548718971909,"score_spread":0.2520495251969273,"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."}}