{"id":"W2030425270","doi":"10.1346/ccmn.2006.0540209","title":"Low-Temperature Hydrothermal Alteration of Silicic Glass at the PACMANUS Hydrothermal Vent Field, Manus Basin: An XRD, SEM and AEM-TEM study","year":2006,"lang":"en","type":"article","venue":"Clays and Clay Minerals","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hydrothermal circulation; Geology; Volcanic glass; Mineralogy; Geochemistry; Clay minerals; Plagioclase; Lava; Volcanic rock; Volcano; Quartz","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":[0.0002263133,0.0001880128,0.0002836926,0.00003174348,0.0002250768,0.00006784772,0.0001285532,0.0001035042,0.002047157],"category_scores_gemma":[0.00001020013,0.0001061269,0.00007350025,0.0001244526,0.0001155166,0.0001063747,0.00002898615,0.0001333273,0.00001383127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002767553,"about_ca_system_score_gemma":0.000006859964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177205,"about_ca_topic_score_gemma":0.007893052,"domain_scores_codex":[0.9987768,0.0001481409,0.0002912388,0.0003382174,0.0002006782,0.0002449528],"domain_scores_gemma":[0.9994544,0.0001203416,0.00008865193,0.0002069043,0.00003191185,0.000097757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848701,0.000400572,0.8551878,0.00006129038,0.00009399973,0.00006439115,0.0005057262,0.006204167,0.1238405,0.00008676039,0.001670447,0.0115995],"study_design_scores_gemma":[0.001532235,0.00250361,0.859912,0.00003865855,0.0001896766,0.00007562966,0.0005106415,0.02050153,0.1103087,0.002115709,0.001700221,0.0006113898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959559,0.001145131,0.000002704045,0.0008370293,0.0000482945,0.0002716877,0.00004251482,0.00001481379,0.001681965],"genre_scores_gemma":[0.9978575,0.00003514426,0.00001815411,0.0004866357,0.000198871,0.000005309385,0.0001084427,0.000003347409,0.00128666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429737,"threshold_uncertainty_score":0.9988651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007552792791770086,"score_gpt":0.2036681457351994,"score_spread":0.1961153529434293,"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."}}