{"id":"W4404976177","doi":"10.1007/978-981-99-7681-2_109","title":"Philosophical Foundations of Loop Quantum Gravity","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Perimeter Institute","funders":"","keywords":"Loop quantum gravity; Quantum gravity; Loop (graph theory); Theoretical physics; Quantum; Physics; Mathematical physics; Classical mechanics; Mathematics; Quantum mechanics; Combinatorics","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":[0.0001204125,0.0003054657,0.0004714848,0.0001197903,0.00008444201,0.00004153488,0.0001995694,0.0001182759,0.005294318],"category_scores_gemma":[0.0000026711,0.0002606683,0.0003811068,0.00003992948,0.0003636279,0.00006677416,0.0001425058,0.0004852891,0.0009072074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668083,"about_ca_system_score_gemma":0.00009423224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007706526,"about_ca_topic_score_gemma":0.000007769891,"domain_scores_codex":[0.9989553,0.00001420815,0.0003806837,0.000289008,0.0002054854,0.000155278],"domain_scores_gemma":[0.9991232,0.0001552121,0.0001525817,0.000369563,0.0001281347,0.00007130367],"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":[0.000008603281,0.00003911022,0.00004617476,0.00004769692,0.0002660163,0.00000247416,0.00006191479,4.895843e-7,0.00003270032,0.997639,0.0007434272,0.001112383],"study_design_scores_gemma":[0.00009702097,0.00006329539,0.000005744034,0.000116437,0.000167245,6.49124e-7,0.00004492676,0.00002856172,0.0001874069,0.9376099,0.06142879,0.0002500504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000335497,0.0001176859,0.00221673,0.000860807,0.0003086019,0.0001626727,0.0005695378,0.00004664324,0.9953818],"genre_scores_gemma":[0.4458793,0.000006954198,0.0001187549,0.00002726957,0.0005073443,0.000005474318,0.0003731373,0.00005406104,0.5530276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4455439,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125196633945126,"score_gpt":0.2981009125527501,"score_spread":0.2668489462132988,"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."}}