{"id":"W3213165522","doi":"10.3390/universe7110439","title":"Considerations on Quantum Gravity Phenomenology","year":2021,"lang":"en","type":"article","venue":"Universe","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Phenomenology (philosophy); Quantum gravity; Quantum; Semiclassical gravity; Theoretical physics; Hořava–Lifshitz gravity; Physics; Epistemology; Quantum mechanics; Philosophy; Quantum process; Quantum dynamics","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":[0.005153085,0.0007056709,0.0009975828,0.0016282,0.006110661,0.006604472,0.002490964,0.007211822,0.01240755],"category_scores_gemma":[0.007689092,0.0004397235,0.001139901,0.001045144,0.020864,0.01484364,0.005192362,0.008764962,0.001743451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846852,"about_ca_system_score_gemma":0.001811759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386199,"about_ca_topic_score_gemma":0.001488044,"domain_scores_codex":[0.9980001,0.0008715937,0.00008072097,0.0002547726,0.0005332001,0.0002596554],"domain_scores_gemma":[0.9943854,0.003927341,0.0003013791,0.0004102614,0.000517176,0.0004584727],"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":[0.000005157071,0.00001186303,0.00006108807,0.00002429086,0.000001752508,0.0000440398,0.0002671512,0.00009277972,0.00007150983,0.9962303,0.002222382,0.0009676692],"study_design_scores_gemma":[0.00000616277,0.000008951894,0.0000777781,0.00003427082,0.000001686595,0.00004541475,0.0002780211,0.0002794272,0.00005319512,0.9899744,0.009234249,0.00000630048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03145537,0.02406801,0.06292123,0.5795668,0.004709254,0.0001196584,0.0002170408,0.0001810995,0.2967616],"genre_scores_gemma":[0.8083091,0.01934161,0.03465245,0.09328613,0.01081306,0.0005337149,0.0001695288,0.0001933406,0.03270096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01240755,"threshold_uncertainty_score":0.04150736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929251916638204,"score_gpt":0.2617782660609116,"score_spread":0.2424857468945296,"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."}}