{"id":"W6892039317","doi":"10.48660/08060177","title":"Dark Energy, Induced Gravity and Broken Scale Invariance.","year":2008,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Scale (ratio); Measure (data warehouse); Field (mathematics); Stability (learning theory)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001339727,0.0004659703,0.0005902183,0.0003440763,0.00008531757,0.00004979575,0.0003451749,0.0005835599,0.001222286],"category_scores_gemma":[0.00004034094,0.0004720667,0.00008131252,0.0003172611,0.0002111164,0.00006662333,0.000203611,0.0003324159,0.003129092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050986,"about_ca_system_score_gemma":0.0001317243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891361,"about_ca_topic_score_gemma":0.006622049,"domain_scores_codex":[0.9981385,0.0001257545,0.0002191685,0.0006869599,0.0003936649,0.0004359744],"domain_scores_gemma":[0.9986785,0.00003179837,0.0002759872,0.000761584,0.00003208397,0.0002200436],"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":[0.00001751225,0.00007450897,0.001335682,0.00003595939,0.00008341832,0.00004113661,0.00008418092,1.135171e-7,0.002443765,0.0002612421,0.9909238,0.004698711],"study_design_scores_gemma":[0.0006464507,0.00003034832,0.002752027,0.0001611638,0.00005467717,0.00004500468,0.000005949173,0.000003677596,0.0003690243,0.0003039058,0.9950612,0.0005666284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001525189,0.00174136,0.00002771338,0.00004366198,0.0003623379,0.000227684,0.0004665363,0.0005679812,0.9950376],"genre_scores_gemma":[0.01910177,0.0006641493,0.0008981849,0.0002759624,0.001057938,0.00005952072,0.0002337866,0.002240269,0.9754684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01956912,"threshold_uncertainty_score":0.9997731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876151225978907,"score_gpt":0.2388216598798965,"score_spread":0.2200601476201074,"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."}}