{"id":"W2017811628","doi":"10.2113/gsecongeo.97.5.1079","title":"Magmatic Degassing of Volatiles and Ore Metals into a Hydrothermal System on the Modern Sea Floor of the Eastern Manus Back-Arc Basin, Western Pacific","year":2002,"lang":"en","type":"article","venue":"Economic Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Magma chamber; Magma; Phenocryst; Geochemistry; Basaltic andesite; Basalt; Mafic; Melt inclusions; Andesite; Felsic; Volcanic rock; Igneous differentiation; Petrology; Volcano","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":[0.0002179439,0.0001429684,0.0003842363,0.00004203701,0.00008648365,0.00001645492,0.0002894927,0.00007843345,0.005067555],"category_scores_gemma":[0.00002337434,0.0000727876,0.0001200408,0.00005716132,0.0003800201,0.00005245825,0.00004724192,0.0001071648,0.0004467718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004727905,"about_ca_system_score_gemma":0.000007646853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201827,"about_ca_topic_score_gemma":0.002543493,"domain_scores_codex":[0.99891,0.0001989017,0.0003683378,0.00023731,0.00007198039,0.0002134828],"domain_scores_gemma":[0.9991872,0.0002528177,0.0002161003,0.0002737142,0.00001519265,0.00005493623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002205436,0.00001650878,0.9899452,0.00008252084,0.00009654503,0.000001991935,0.0004019046,0.004194457,0.00007089745,0.0001259469,0.00004164419,0.005000352],"study_design_scores_gemma":[0.0002566769,0.0001083839,0.324315,0.00004316756,0.00007724031,0.00003592299,0.000365626,0.6682074,0.0005250413,0.005821935,0.0001035627,0.0001400756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891697,0.0004451419,0.00002004619,0.001821048,0.00007451144,0.0001379339,0.00002164788,0.000007964577,0.008302075],"genre_scores_gemma":[0.9990813,0.00001074294,0.00007119327,0.0001324409,0.00002985931,0.000001991622,0.000004982767,0.000002571006,0.0006649595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6656302,"threshold_uncertainty_score":0.9958419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548320176775306,"score_gpt":0.1708536936091257,"score_spread":0.1553704918413726,"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."}}