{"id":"W4414204647","doi":"10.1029/2024je008675","title":"The “Analogs for VENus' GEologically Recent Surfaces” (AVENGERS) Initiative: Using Terrestrial Analogs to Study Recent Volcano‐Tectonic Activity on Venus and Inform the Characterization of Terrestrial Exoplanets","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Planets","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Aeronautics and Space Administration","keywords":"Venus; Terrestrial planet; Context (archaeology); Volcanism; Atmosphere of Venus; Exoplanet; 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":[],"consensus_categories":[],"category_scores_codex":[0.001643463,0.000157913,0.0003395378,0.0001091788,0.0004588954,0.0001174036,0.0004843733,0.00005016302,0.00002318952],"category_scores_gemma":[0.0003531003,0.00009159103,0.00006774304,0.0004264218,0.000191403,0.0001415327,0.0001127133,0.0006549394,0.000002864989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004319774,"about_ca_system_score_gemma":0.0003731002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002626131,"about_ca_topic_score_gemma":0.0000285717,"domain_scores_codex":[0.9978093,0.0004390608,0.0004326602,0.0002103375,0.0006908841,0.0004177493],"domain_scores_gemma":[0.9971181,0.001964971,0.0003643422,0.0001967591,0.0001950539,0.0001607331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03287211,0.002461167,0.09860605,0.00005590132,0.001345776,0.00007546022,0.003788359,0.00542125,0.07465608,0.000640107,0.00155069,0.778527],"study_design_scores_gemma":[0.002966768,0.006120265,0.9626462,0.0001220421,0.00008964767,0.000003820124,0.0006135229,0.005220102,0.001731466,0.0006653714,0.01961577,0.0002050442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996996,0.00002287701,0.0002209326,0.001313163,0.0003012278,0.0008588356,0.0001519764,0.000002673125,0.0001322636],"genre_scores_gemma":[0.9993369,0.00005325318,0.00002440618,0.00005035337,0.0004610922,0.000009838623,0.00004290772,0.000005001291,0.00001625211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8640401,"threshold_uncertainty_score":0.3734974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08479000646734218,"score_gpt":0.3688394026294404,"score_spread":0.2840493961620982,"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."}}