{"id":"W4234162755","doi":"10.1090/crmm/016/02","title":"Fermionic expansions","year":2002,"lang":"en","type":"book-chapter","venue":"CRM monograph series","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematical physics; Mathematics","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":[0.0001652348,0.0007064853,0.0009719488,0.0002518647,0.0002458387,0.00009280461,0.0005129862,0.0005129779,0.004646245],"category_scores_gemma":[0.0001188791,0.0006438182,0.0006914189,0.0001009623,0.0005950493,0.0002193525,0.0001586332,0.0007210517,0.0008636896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006006119,"about_ca_system_score_gemma":0.00002689327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.184223e-7,"about_ca_topic_score_gemma":0.000004029077,"domain_scores_codex":[0.9978637,0.00002957861,0.0006772625,0.0005105606,0.0004599322,0.0004589496],"domain_scores_gemma":[0.9975606,0.0005144192,0.0003451918,0.001279801,0.0001146293,0.0001853578],"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":[0.00001348527,0.0000609899,0.00000112129,0.0002408451,0.0001726815,0.00002748284,0.000371308,3.637178e-7,0.00001538874,0.9936435,0.005132291,0.0003205288],"study_design_scores_gemma":[0.0001284372,0.0001068764,0.000002593068,0.0004446103,0.00023818,0.00003375232,0.00006109557,0.000003283118,0.000174601,0.9719415,0.02620188,0.0006631938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001131312,0.0005039458,0.0001929567,0.0002017236,0.0003677141,0.0005670789,0.00003583426,0.0006683708,0.996331],"genre_scores_gemma":[0.01378752,0.001453417,0.007771024,0.0001823188,0.0007204454,0.0001117665,0.00004128284,0.0005260275,0.9754062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02170201,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07589806477682676,"score_gpt":0.2933266503725288,"score_spread":0.2174285855957021,"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."}}