{"id":"W2026862732","doi":"10.1017/s1743921311020448","title":"The science of EChO","year":2010,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Science and Technology Facilities Council","keywords":"Planet; Exoplanet; Astrobiology; Transit (satellite); Kepler-47; Astronomy; Terrestrial planet; Physics; Solar System; Circumstellar habitable zone; Stars; Planetary migration","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":[0.003281284,0.0004807621,0.0004194923,0.001557249,0.002899141,0.008418226,0.001172544,0.003024643,0.06191645],"category_scores_gemma":[0.02301421,0.0002509477,0.0003461023,0.001222983,0.005617061,0.01017198,0.004712038,0.005269093,0.02353281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268586,"about_ca_system_score_gemma":0.002293618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656575,"about_ca_topic_score_gemma":0.002185968,"domain_scores_codex":[0.9975279,0.0008973966,0.0001213611,0.0004532042,0.0006983035,0.0003018763],"domain_scores_gemma":[0.9905565,0.003243905,0.0005686212,0.001539721,0.002943242,0.001148117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007602606,0.00002458943,0.002904259,0.0002216982,0.00002461254,0.0003055225,0.002142186,0.0001461832,0.0004406272,0.3155738,0.477982,0.2001585],"study_design_scores_gemma":[0.000009719928,0.00001354566,0.0006745758,0.0002941799,0.00000652445,0.0003947441,0.00107983,0.0001223014,0.0001538526,0.04998088,0.9472542,0.00001552763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01094478,0.03869822,0.01164898,0.3514777,0.02836478,0.00005948154,0.001587055,0.000906623,0.5563125],"genre_scores_gemma":[0.3568625,0.04399827,0.01018323,0.1637807,0.02177664,0.0002235309,0.002582161,0.001382115,0.3992108],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06191645,"threshold_uncertainty_score":0.2071311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006307279463556539,"score_gpt":0.2161750973679581,"score_spread":0.2098678179044016,"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."}}