{"id":"W3037079937","doi":"10.1103/physrevd.78.023514","title":"Typicality derived","year":2008,"lang":"en","type":"article","venue":"Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Set (abstract data type); Element (criminal law); Quantum; Observational study; Mathematics; Computer science; Mathematical economics; Calculus (dental); Quantum mechanics; Statistics; Physics; Law","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"],"consensus_categories":[],"category_scores_codex":[0.0005879001,0.0006677408,0.001523145,0.00007708187,0.0007799304,0.00007259992,0.0004330711,0.0001755159,0.00000764559],"category_scores_gemma":[0.0003599559,0.0006122461,0.0004484782,0.0006920321,0.0006425112,0.00029244,0.0001682166,0.0007204309,0.0002012284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003335518,"about_ca_system_score_gemma":0.0001643891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002775688,"about_ca_topic_score_gemma":0.00005342422,"domain_scores_codex":[0.9954675,0.0007382883,0.001260772,0.001178153,0.0004309134,0.0009243157],"domain_scores_gemma":[0.9964307,0.001046226,0.000572014,0.0008385561,0.0005157237,0.0005967967],"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":[0.00007776974,0.001334271,0.024242,0.0008051317,0.0002117517,0.0000147059,0.0008716934,0.000006662155,0.00476496,0.9372345,0.008204734,0.02223189],"study_design_scores_gemma":[0.0009096795,0.000438659,0.007572982,0.0004004849,0.0005198105,0.00003457508,0.0001600553,0.0001329422,0.001322793,0.9811856,0.006637941,0.0006845155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972618,0.01250152,0.00501196,0.008113224,0.000177044,0.001373478,0.00008354687,0.0001004005,0.00002082156],"genre_scores_gemma":[0.9788316,0.01285958,0.0005789697,0.006228573,0.0004472694,0.00076716,0.0002113657,0.00005297571,0.0000224973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04395113,"threshold_uncertainty_score":0.9996329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272221153154258,"score_gpt":0.3304728762945089,"score_spread":0.3032507609790832,"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."}}