{"id":"W6891828354","doi":"10.48550/arxiv.1105.5649","title":"Defrosting in an Emergent Galileon Cosmology","year":2011,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Defrosting; Inflaton; Cosmology; Coupling (piping); Scalar field; Universe; Inflation (cosmology); Scalar (mathematics); Ekpyrotic universe","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":[0.000279421,0.0002306963,0.0002672939,0.0003144302,0.0002809287,0.0003837909,0.0002962753,0.0003338089,0.0007443758],"category_scores_gemma":[0.001393836,0.00007770035,0.0002174938,0.0001311145,0.001153167,0.0007010662,0.0006535178,0.0004002042,0.00005814625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805807,"about_ca_system_score_gemma":0.0001333131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003839268,"about_ca_topic_score_gemma":0.0002181615,"domain_scores_codex":[0.9998813,0.00004701053,0.00000336566,0.0000147702,0.00002876262,0.00002488255],"domain_scores_gemma":[0.9995404,0.000235199,0.0001021645,0.00005492548,0.00002555912,0.00004167789],"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":[0.0004549455,0.0001722158,0.02273831,0.0002800292,0.00009517156,0.002562369,0.001732993,0.2175032,0.1287585,0.5826806,0.0008340461,0.04218775],"study_design_scores_gemma":[0.00007570436,0.0002169302,0.00815468,0.00001629053,0.00002321127,0.000665325,0.0002370616,0.7562543,0.0383162,0.1941899,0.001825714,0.00002463705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406118,0.0002012754,0.05489302,0.0001775839,0.000008368634,0.00001164773,0.00001390669,0.0001240289,0.003958301],"genre_scores_gemma":[0.9963489,0.00005620932,0.003237908,0.00001452911,0.000007405996,0.0000048609,0.000007224536,0.000008236701,0.0003147179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007443758,"threshold_uncertainty_score":0.002490163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08665397895827505,"score_gpt":0.2149035360338177,"score_spread":0.1282495570755426,"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."}}