{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003899084,0.00007803612,0.0001094338,0.00003388282,0.0001920132,0.00002036587,0.00003985675,0.00001816635,0.00282835],"category_scores_gemma":[0.00001047877,0.00007998783,0.00005226732,0.00008443722,0.00009953481,0.00006527541,0.00004937626,0.00011358,0.0002546491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001478648,"about_ca_system_score_gemma":0.00008320266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005466941,"about_ca_topic_score_gemma":0.00001158681,"domain_scores_codex":[0.9995211,0.00009480068,0.00007181025,0.0001362455,0.00004806626,0.0001279497],"domain_scores_gemma":[0.9995263,0.0001426984,0.00003184672,0.0001838583,0.00007258729,0.00004273743],"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":[0.000006756069,0.0001116379,0.001021108,9.991949e-7,0.0000337971,0.00003892857,0.0005128256,0.00001747041,0.0008982684,0.9956843,0.001165818,0.0005081324],"study_design_scores_gemma":[0.0004751194,0.00005816322,0.000482856,0.000006591104,0.00002035428,0.000003024021,0.006551352,0.00004408005,0.006275404,0.9630066,0.02294329,0.0001331842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7707818,0.00001667658,0.003130169,0.001128367,0.0002348311,0.00006613749,0.0001112683,0.00003773571,0.224493],"genre_scores_gemma":[0.9977644,9.675106e-7,0.0002629946,0.0001542275,0.00007103669,0.000001724556,0.00005165857,0.000006023075,0.001686983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2269826,"threshold_uncertainty_score":0.9980832,"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."}}