{"id":"W4412403349","doi":"10.1103/f7q9-grqb","title":"Gentle spaghettification in effective LQG dust collapse","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Noncommutative and Quantum Gravity Theories","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Linear-quadratic-Gaussian control; Mathematics; Mathematical optimization; Optimal control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110479,0.0004258513,0.0008682639,0.0007791618,0.001169364,0.001377056,0.0009380954,0.001496474,0.005729891],"category_scores_gemma":[0.001560802,0.0003212301,0.0007039866,0.0003064063,0.003563108,0.002724086,0.002969944,0.002690836,0.001663636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246402,"about_ca_system_score_gemma":0.000579701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009094406,"about_ca_topic_score_gemma":0.0009905904,"domain_scores_codex":[0.9996619,0.00010135,0.00001980086,0.00004752577,0.0001075756,0.00006178161],"domain_scores_gemma":[0.9997063,0.00008552669,0.00002108385,0.00008403241,0.0000533891,0.0000496297],"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":[0.00004722134,0.00001775342,0.0002454529,0.0003224223,0.00004258499,0.0002724796,0.0002096199,0.001326754,0.001730816,0.9562347,0.01566299,0.02388722],"study_design_scores_gemma":[0.00004370489,0.00003259862,0.0008247089,0.00008970842,0.00001642867,0.0004445968,0.00008140982,0.002171694,0.001052675,0.9376669,0.05755526,0.00002029131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1189735,0.3422322,0.06072097,0.05595838,0.01006974,0.0001498967,0.0003300933,0.001387687,0.4101776],"genre_scores_gemma":[0.8632056,0.06391358,0.006538818,0.00862233,0.00642982,0.0001680561,0.0002228695,0.0003727542,0.0505262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005729891,"threshold_uncertainty_score":0.01916838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144282172373506,"score_gpt":0.4298120726355827,"score_spread":0.4183692509118477,"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."}}