{"id":"W4402580119","doi":"10.1017/psa.2024.30","title":"The Breakdown of Effective Field Theory in Particle Physics: Lessons for Understanding Intertheoretic Relations","year":2024,"lang":"en","type":"article","venue":"Philosophy of Science","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Institut Périmètre de physique théorique","keywords":"Field (mathematics); Theoretical physics; Physics; Statistical physics; Epistemology; Engineering physics; Philosophy; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007092576,0.0006131644,0.001333935,0.003223575,0.002588575,0.006842566,0.001888562,0.002970828,0.006045409],"category_scores_gemma":[0.0102219,0.0004989414,0.000624475,0.001655,0.0269694,0.02627696,0.003479462,0.008680604,0.000984587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004918143,"about_ca_system_score_gemma":0.001873362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045121,"about_ca_topic_score_gemma":0.001212533,"domain_scores_codex":[0.9980684,0.001069002,0.00007149898,0.0002124138,0.0004279821,0.0001506808],"domain_scores_gemma":[0.992968,0.00434132,0.0003785801,0.001161519,0.0006449639,0.0005056783],"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":[0.000002031983,0.000005516575,0.00003147919,0.000009045451,0.000001211326,0.00001062755,0.0001344869,0.000203327,0.0000183839,0.9983614,0.0003923348,0.0008301456],"study_design_scores_gemma":[9.05925e-7,7.476145e-7,0.00001379602,0.000005331516,2.4963e-7,0.000003762981,0.00002775296,0.000510402,0.000006724246,0.998949,0.0004803071,0.000001078206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1634417,0.02723063,0.3075541,0.1896095,0.002223016,0.00007028344,0.0002911668,0.0005330112,0.3090466],"genre_scores_gemma":[0.9566202,0.005526524,0.0268278,0.00329697,0.001304524,0.00009075244,0.0001006419,0.0001594734,0.006073148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9974114,"threshold_uncertainty_score":0.03750962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223248771326617,"score_gpt":0.310054074379227,"score_spread":0.2778215866659609,"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."}}