{"id":"W2019656794","doi":"10.1088/1742-6596/360/1/012028","title":"Consistent probabilities in sLQC","year":2012,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Industry Canada; Government of Canada","keywords":"Loop quantum cosmology; Quantum cosmology; Initial singularity; Quantum decoherence; Physics; Quantum; Singularity; Quantization (signal processing); Theoretical physics; Cosmology; Quantum mechanics; Quantum gravity; Classical mechanics; Statistical physics; Universe; Mathematics; Algorithm; De Sitter universe; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003057736,0.0001278131,0.0003013638,0.00004180635,0.00005460911,0.00004851444,0.0001378271,0.00001902362,0.0001654336],"category_scores_gemma":[0.0000105197,0.0001029971,0.0001135288,0.0001069217,0.0002142642,0.00100653,0.00004065242,0.0002259085,0.00001058904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176656,"about_ca_system_score_gemma":0.0001354333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002907201,"about_ca_topic_score_gemma":0.000004526411,"domain_scores_codex":[0.9991116,0.0001003602,0.0003399735,0.00005720918,0.0001553886,0.0002354759],"domain_scores_gemma":[0.9992099,0.00009367343,0.0002745072,0.000110972,0.0002341463,0.00007679487],"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":[0.00004280701,0.0001928585,0.1130132,0.00001585204,0.00004330728,9.473054e-7,0.005434774,0.000006945211,0.0009559891,0.8652564,0.00005694618,0.01497988],"study_design_scores_gemma":[0.0005793021,0.0002376728,0.01488163,0.0001339378,0.00003756599,0.000009715774,0.02326064,0.000003615471,0.13174,0.826174,0.002693963,0.0002480009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97785,0.0001438729,0.007464652,0.0003127253,0.0003645635,0.00009273692,0.00001961271,0.000006009092,0.01374584],"genre_scores_gemma":[0.998686,0.00000638797,0.0006158461,0.00001983563,0.000457464,0.000004303241,0.000003061513,0.000007922353,0.000199215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130784,"threshold_uncertainty_score":0.4200099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108291049597258,"score_gpt":0.2750162412076607,"score_spread":0.2439333307116881,"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."}}