{"id":"W2740536004","doi":"10.1038/ngeo2994","title":"Abrupt climate transition of icy worlds from snowball to moist or runaway greenhouse","year":2017,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Circumstellar habitable zone; Exoplanet; Planet; Snowball Earth; Planetary habitability; Icy moon; Habitability; Solar System","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":[0.0001603737,0.0001563517,0.0002317388,0.00005167515,0.0004885336,0.00009153875,0.0004992872,0.00007461228,0.0002025758],"category_scores_gemma":[0.0000419517,0.0001186522,0.0000685901,0.0001197548,0.0001590657,0.0001875727,0.00008471365,0.0002457899,0.00003704771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001095502,"about_ca_system_score_gemma":0.00004155853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002601214,"about_ca_topic_score_gemma":0.0005642092,"domain_scores_codex":[0.9988656,0.00001784547,0.0001762185,0.0003476803,0.0002847243,0.0003079088],"domain_scores_gemma":[0.9990801,0.0000962928,0.0001499488,0.0004978169,0.00007749132,0.00009839151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118282,0.00007948726,0.9858177,0.00001399124,0.00003194935,0.000006795542,0.0009961448,0.0000231768,0.0002399707,0.001229408,0.001100462,0.01034904],"study_design_scores_gemma":[0.0003511147,0.00006480615,0.9929395,0.00005426205,0.0000380973,8.140669e-7,0.0001156614,0.0001562134,0.0006593862,0.0005312386,0.004909675,0.0001792881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267089,0.000291056,0.002512543,0.001553286,0.001484467,0.0003372474,0.000412462,0.00004390095,0.06665611],"genre_scores_gemma":[0.9973582,0.00002065124,0.001459703,0.0002856564,0.0003536151,0.000005880756,0.00002595308,0.000008327322,0.0004820142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07064927,"threshold_uncertainty_score":0.4838498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113449117166126,"score_gpt":0.2696894076588453,"score_spread":0.258554916487184,"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."}}