{"id":"W4312718962","doi":"10.1130/abs/2022am-377659","title":"MINERALOGICAL UNDERPINNINGS AND PLANETARY IMPLICATIONS OF TERRESTRIAL AND MARTIAN SERPENTINIZATION","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Astrobiology; Martian; Terrestrial planet; Geology; Mars Exploration Program; Planetary exploration; Planetary science; Earth science; Planet; Astronomy; Physics","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":[0.0001027798,0.000108263,0.0002001711,0.00002165697,0.0001046371,0.00001119332,0.000107447,0.00007346508,0.00003108128],"category_scores_gemma":[0.00001854459,0.00008654584,0.00003488902,0.000215469,0.0005109517,0.00004292768,0.00007248332,0.0001955734,3.64717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008983305,"about_ca_system_score_gemma":0.000008433864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007441391,"about_ca_topic_score_gemma":0.000001562767,"domain_scores_codex":[0.9992535,0.00001923642,0.0002605136,0.0001817486,0.0001214378,0.0001635955],"domain_scores_gemma":[0.9995934,0.00008141111,0.0001365583,0.0001274909,0.00001575841,0.00004539169],"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":[0.0001599739,0.0006980061,0.2971199,0.0002626307,0.0003941855,0.000005118976,0.002692788,0.0249697,0.005803112,0.0003943117,0.005836022,0.6616643],"study_design_scores_gemma":[0.001124579,0.002477292,0.9463117,0.00003377801,0.00008586703,0.00007674977,0.005278698,0.01085686,0.000589157,0.00132755,0.03137902,0.0004587147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964246,0.0002396615,0.001153526,0.001422156,0.00001523457,0.0002222012,0.00001038286,0.0002303167,0.000281882],"genre_scores_gemma":[0.979809,0.0001377739,0.0197952,0.00007712728,0.00000945603,0.00005615562,0.00009603408,0.000007511282,0.00001169967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6612056,"threshold_uncertainty_score":0.3529237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977281543267627,"score_gpt":0.2238921312756292,"score_spread":0.2041193158429529,"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."}}