{"id":"W4254809246","doi":"10.1142/9293","title":"Dark Energy","year":2014,"lang":"en","type":"book","venue":"Peking University-World Scientific advanced physics series/Peking University-World Scientific advance physics series","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001102719,0.002242888,0.002334612,0.00204308,0.009087816,0.002085393,0.004552714,0.0003166592,0.0004642728],"category_scores_gemma":[0.00002887181,0.002913753,0.001382315,0.00891941,0.006513027,0.008965688,0.002048442,0.002006652,0.0003973767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799898,"about_ca_system_score_gemma":0.003123439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001566853,"about_ca_topic_score_gemma":0.003332544,"domain_scores_codex":[0.9880044,0.000557102,0.000991171,0.005009733,0.002489703,0.002947876],"domain_scores_gemma":[0.9908507,0.0005039615,0.002333746,0.003630351,0.001592217,0.001088987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006928274,0.0003666707,0.000245399,0.0002038915,0.0004053424,0.0001873834,0.001462578,0.01652198,0.003094716,0.9045002,0.06061319,0.01170585],"study_design_scores_gemma":[0.001491187,0.0001112109,0.000008374953,0.0008504327,0.000442453,0.000005209708,0.002633669,0.0008152749,0.002117162,0.09821265,0.8905115,0.002800838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001062134,0.0002221386,0.1199853,0.000678749,0.01930568,0.00157295,0.002577649,0.00134346,0.8532519],"genre_scores_gemma":[0.02221206,0.00003468947,0.005421086,0.00006677748,0.002533892,0.000003439481,0.002859663,0.0002870993,0.9665813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8298984,"threshold_uncertainty_score":0.9990311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137281126973099,"score_gpt":0.2090429995185157,"score_spread":0.1976701882487847,"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."}}