{"id":"W4312924053","doi":"10.1130/abs/2022am-381420","title":"INTERNATIONAL VENUS RESEARCH GROUP (IVRG): DETAILED MAPPING TO DEVELOP GEOLOGICAL HISTORIES FOR 40+ AREAS OF VENUS","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Venus; Astrobiology; Group (periodic table); Computer science; Geology; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002036501,0.0004052791,0.0002516657,0.005262085,0.0007518557,0.0006565799,0.00091824,0.0004529959,0.00755244],"category_scores_gemma":[0.001731635,0.0003206808,0.0003080971,0.005613466,0.0002116465,0.000750771,0.001205195,0.0004261069,0.002376262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218168,"about_ca_system_score_gemma":0.009269682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2496826,"about_ca_topic_score_gemma":0.424241,"domain_scores_codex":[0.9994229,0.0001175014,0.0000458782,0.0001054963,0.0001662338,0.000142102],"domain_scores_gemma":[0.9982693,0.0001195404,0.0001722339,0.0002817575,0.0006711006,0.0004860769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000595709,0.0002986445,0.383441,0.0007704042,0.0001798912,0.0002901083,0.004354999,0.006902754,0.01215121,0.005046715,0.2133677,0.3726009],"study_design_scores_gemma":[0.00005891265,0.0002585014,0.6726837,0.0002328752,0.00009913831,0.0002026955,0.003015686,0.002388334,0.004771265,0.0008470725,0.3154033,0.00003855514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4289288,0.003791352,0.02696072,0.001813416,0.0004165262,0.002368435,0.3965938,0.002702728,0.1364242],"genre_scores_gemma":[0.4301014,0.001438295,0.1463037,0.000357148,0.00009047312,0.001734337,0.3583786,0.0008485634,0.06074742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496826,"threshold_uncertainty_score":0.4964587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07477940504669475,"score_gpt":0.283582720936469,"score_spread":0.2088033158897743,"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."}}