{"id":"W1973102544","doi":"10.1103/physrevlett.105.241301","title":"Testing Inflation: A Bootstrap Approach","year":2010,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Inflation (cosmology); Metric expansion of space; Physics; Closure (psychology); Period (music); Theoretical physics; Econometrics; Astrophysics; Cosmology; Economics; Dark energy","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":[0.03694952,0.0009560457,0.001553469,0.001327063,0.001761016,0.001214331,0.001943561,0.001904041,0.005991303],"category_scores_gemma":[0.218648,0.0005168015,0.001046294,0.001414844,0.002485522,0.002465438,0.00366058,0.002824659,0.00115847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005846616,"about_ca_system_score_gemma":0.001692915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199602,"about_ca_topic_score_gemma":0.0009269618,"domain_scores_codex":[0.9624159,0.02948645,0.0014632,0.002564701,0.003379422,0.0006901983],"domain_scores_gemma":[0.7748549,0.1818695,0.005168354,0.0283818,0.008112359,0.001612978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01121662,0.004481115,0.07847585,0.001052748,0.00166662,0.003156095,0.005647989,0.0383862,0.0424661,0.2908509,0.01035077,0.512249],"study_design_scores_gemma":[0.003161455,0.007551772,0.03103137,0.0002983268,0.0005036618,0.001376446,0.00195293,0.1744938,0.02295413,0.734896,0.02150817,0.0002719295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.280727,0.0003481431,0.6951333,0.002518095,0.0002617792,0.003253221,0.001513926,0.0007105182,0.01553412],"genre_scores_gemma":[0.7367023,0.0001392371,0.2538514,0.001090932,0.0001905026,0.005688891,0.001010798,0.000130748,0.001195152],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03694952,"threshold_uncertainty_score":0.1954101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476027425957642,"score_gpt":0.302842358730769,"score_spread":0.2780820844711925,"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."}}