{"id":"W4415171470","doi":"10.3847/psj/ae061a","title":"VIPER Site Analysis","year":2025,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Aeronautics and Space Administration","keywords":"Orbiter; Context (archaeology); VIPeR; Photogrammetry; Impact crater; Pathfinder","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002266,0.0004762359,0.0005325447,0.009002024,0.0006966637,0.001742301,0.0010108,0.0003291586,0.03122039],"category_scores_gemma":[0.002294843,0.0002055551,0.0007613422,0.00597806,0.000208007,0.000897029,0.001149081,0.0007198279,0.0123039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007493236,"about_ca_system_score_gemma":0.000682157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593128,"about_ca_topic_score_gemma":0.02003868,"domain_scores_codex":[0.9988012,0.00008801822,0.00007529401,0.0002732754,0.0005846641,0.0001775711],"domain_scores_gemma":[0.9978989,0.0002917259,0.0002312812,0.000347221,0.001051061,0.000179674],"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":[0.0004138007,0.0002140128,0.2576144,0.001079302,0.0002918899,0.001065895,0.001243146,0.02041623,0.006836296,0.007517287,0.1970909,0.5062168],"study_design_scores_gemma":[0.00007299507,0.0002100203,0.5419994,0.0003086036,0.0001850498,0.001167909,0.003904344,0.04267417,0.007226089,0.003096942,0.3990358,0.0001186921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4356688,0.00104928,0.03914459,0.0005402864,0.0005611294,0.001747601,0.3349477,0.009158674,0.177182],"genre_scores_gemma":[0.5995968,0.0006458521,0.07678222,0.0003401948,0.0001541603,0.0009262367,0.2744363,0.001947069,0.04517116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03122039,"threshold_uncertainty_score":0.1044427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007727378797979409,"score_gpt":0.2305711690863601,"score_spread":0.2228437902883807,"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."}}