{"id":"W4211157340","doi":"10.1130/ges02340.1","title":"A new geological map of the Lau Basin (southwestern Pacific Ocean) reveals crustal growth processes in arc-backarc systems","year":2022,"lang":"en","type":"article","venue":"Geosphere","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; University of Toronto; University of Ottawa","funders":"Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; GEOMAR Helmholtz-Zentrum für Ozeanforschung Kiel; Materials and Energy Research Center; Bundesministerium für Bildung und Forschung","keywords":"Geology; Crust; Forearc; Island arc; Volcanic arc; Structural basin; Subduction; Andesites; Rift; Volcano; Back-arc basin; Assemblage (archaeology); Earth science; Seismology; Paleontology; Tectonics; Volcanic rock","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":[],"category_scores_codex":[0.0002117996,0.0001689421,0.0003369287,0.0000136347,0.0002452286,0.00002899232,0.00046781,0.0000545156,0.003999557],"category_scores_gemma":[0.0001045143,0.00009539798,0.00008897465,0.000485047,0.0001445629,0.00006491357,0.0001613075,0.0002875858,0.000233279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006234595,"about_ca_system_score_gemma":0.00005255408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414887,"about_ca_topic_score_gemma":0.002570784,"domain_scores_codex":[0.9983408,0.0002144169,0.0003066703,0.0003267807,0.0004081755,0.0004031322],"domain_scores_gemma":[0.9993449,0.0002250495,0.0001125621,0.0001778411,0.00004972262,0.00008991075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006352131,0.0000611326,0.9917958,0.0001284535,0.00001325254,0.00002228941,0.0004160169,0.003819626,0.000001657395,0.0001646018,0.001947783,0.001565864],"study_design_scores_gemma":[0.0002954417,0.0003295876,0.9850315,0.00003346621,0.00001132856,0.00001300846,0.002488769,0.0001744575,0.000005498575,0.005946057,0.005500032,0.0001708214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917426,0.002118649,0.000009090338,0.00147153,0.0003271915,0.0003197885,0.0001433859,0.00003338347,0.00383443],"genre_scores_gemma":[0.9936638,0.00002149235,0.00006718997,0.0001362246,0.00008853746,0.000005104122,0.00002265801,0.000002639935,0.005992327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157809,"threshold_uncertainty_score":0.9969109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221679502605648,"score_gpt":0.1797697990437998,"score_spread":0.1675530040177433,"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."}}