{"id":"W3142751225","doi":"10.48550/arxiv.1908.02783","title":"Venus as a Laboratory for Exoplanetary Science","year":2019,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Exoplanet; Astrobiology; Planet; Venus; Context (archaeology); Solar System; Habitability; Terrestrial planet; Kepler-69c; Astronomy; Physics; Geology","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":[0.002155917,0.0003770959,0.0004165745,0.001088821,0.001246322,0.00323232,0.001101558,0.00113868,0.02262254],"category_scores_gemma":[0.001428632,0.0001148403,0.0002364316,0.0007984784,0.001828847,0.004328408,0.004468908,0.002106859,0.008488618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809238,"about_ca_system_score_gemma":0.002055664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625872,"about_ca_topic_score_gemma":0.002708137,"domain_scores_codex":[0.9993666,0.0001857778,0.00003235852,0.0001329968,0.0001765546,0.0001056498],"domain_scores_gemma":[0.9987683,0.0002048862,0.0001046551,0.0001618805,0.0001672543,0.0005929665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002233414,0.00007399388,0.004535533,0.002043238,0.00003969789,0.0005157737,0.0009971366,0.0005135856,0.01890779,0.4514047,0.2170325,0.3037127],"study_design_scores_gemma":[0.00001439731,0.00007268669,0.002591934,0.0003087601,0.000008976811,0.0003147145,0.000318515,0.0001551512,0.001860631,0.04168373,0.952651,0.0000195028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03882477,0.2186608,0.04273324,0.06720591,0.02230088,0.0004677648,0.007149111,0.004725111,0.5979325],"genre_scores_gemma":[0.4632085,0.1503431,0.1080128,0.02558264,0.01633951,0.0007661469,0.0202519,0.00150146,0.213994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02262254,"threshold_uncertainty_score":0.0756799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023447427661157,"score_gpt":0.152470178259775,"score_spread":0.1322357039831634,"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."}}