{"id":"W2991422885","doi":"10.30909/vol.02.02.211237","title":"Degassing-induced chemical heterogeneity at the 2011-2012 Cordón Caulle eruption","year":2019,"lang":"en","type":"article","venue":"Volcanica","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Victoria University; Victoria University of Wellington; Natural Sciences and Engineering Research Council of Canada; McGill University; Geological Society of America","keywords":"Geology; Trace element; Breccia; Volatiles; Geochemistry; Electrical conduit; Mineralogy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001936723,0.0001444018,0.00019764,0.00001946685,0.0001398808,0.00003533873,0.0003040104,0.0001085968,0.06274921],"category_scores_gemma":[0.00003707986,0.00008015083,0.0001576656,0.0001502149,0.00008598257,0.00009049891,0.00006307785,0.000183131,0.01338774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009944978,"about_ca_system_score_gemma":0.00001903706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562666,"about_ca_topic_score_gemma":0.005862805,"domain_scores_codex":[0.9987693,0.00006861582,0.0001976745,0.00034374,0.0002642229,0.0003564026],"domain_scores_gemma":[0.9992423,0.000153042,0.00007627299,0.0003364861,0.00003650792,0.0001554073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009973461,0.00005100509,0.8856772,0.00001143873,0.00006713272,0.00000616258,0.00002851903,0.0001707237,0.09440909,0.00003733916,0.006981154,0.01246051],"study_design_scores_gemma":[0.000533891,0.0002221889,0.8762628,0.00001049622,0.0001037523,0.00004348239,0.0000429186,0.008062229,0.06331386,0.002114644,0.04877363,0.0005160459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877686,0.0003906428,0.000005383577,0.002043989,0.0001820107,0.0001129652,0.0000265762,0.00004090501,0.009428924],"genre_scores_gemma":[0.9969589,0.00001808251,0.00006445263,0.0006906019,0.0001050054,0.000001145245,0.0001167695,0.000002420947,0.002042683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04936147,"threshold_uncertainty_score":0.9873804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717502576273747,"score_gpt":0.2098020874506394,"score_spread":0.192627061687902,"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."}}