{"id":"W4401552301","doi":"10.5194/se-15-989-2024","title":"(D)rifting in the 21st century: key processes, natural hazards, and geo-resources","year":2024,"lang":"en","type":"article","venue":"Solid Earth","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; Deutsche Forschungsgemeinschaft; Cardiff University; European Commission","keywords":"Rift; Earth science; Geology; Natural resource; Natural (archaeology); East African Rift; Natural hazard; Terminology; Tectonics; Environmental resource management; Paleontology; Political science; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002801169,0.00009824528,0.00009679302,0.00006308431,0.000182075,0.0003441852,0.0001572249,0.00004360013,0.000430695],"category_scores_gemma":[0.0001009052,0.0000532504,0.0000198667,0.0004458186,0.000073133,0.0002918901,0.00001200233,0.0002302117,0.0001499085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.247705e-7,"about_ca_system_score_gemma":0.00004803391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732574,"about_ca_topic_score_gemma":0.00293312,"domain_scores_codex":[0.9992375,0.00004306729,0.0001391485,0.0001674176,0.0001675395,0.0002452622],"domain_scores_gemma":[0.9996303,0.0002097858,0.00002153392,0.00007371999,0.00002334826,0.00004127841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004035113,0.00003482913,0.1725958,0.001212437,0.00003869526,0.0000978043,0.02377485,0.001809453,0.00001223245,0.003487225,0.0007707456,0.7961255],"study_design_scores_gemma":[0.0001779885,0.000146383,0.3978051,0.0001785919,0.00001730256,0.0001493852,0.009076866,0.02093481,0.00003587747,0.003286635,0.5678732,0.0003178198],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329419,0.03614458,0.000003980721,0.001220057,0.0002233272,0.0001268797,0.00003499614,0.00006794156,0.02923636],"genre_scores_gemma":[0.9979945,0.001185817,0.0001225476,0.0003742581,0.0001185052,0.000001458407,0.00005098312,0.000001720989,0.0001501879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7958077,"threshold_uncertainty_score":0.4715809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009248376605087361,"score_gpt":0.217990116059946,"score_spread":0.2087417394548586,"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."}}