{"id":"W6948538854","doi":"10.48660/05050020","title":"Quiver gauge theories and dimer models","year":2005,"lang":"en","type":"other","venue":"PIRSA","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Quiver; Gauge theory; Gauge (firearms); Field (mathematics); Type (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005993177,0.000147382,0.0001930257,0.00006704137,0.00007530463,0.00001378875,0.00008079811,0.0001471956,0.0202786],"category_scores_gemma":[0.000007028982,0.0001100785,0.00002983309,0.00003837913,0.0002332949,0.00004651501,0.000008780708,0.0001030304,0.0006512447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.349624e-7,"about_ca_system_score_gemma":0.00001195482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604963,"about_ca_topic_score_gemma":0.1425348,"domain_scores_codex":[0.9994195,0.00003660061,0.00007917821,0.000196921,0.00009259732,0.0001752677],"domain_scores_gemma":[0.9997233,0.00005168157,0.00005143062,0.0001116755,0.000007654139,0.00005426056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001590893,0.000008652656,0.1870378,0.00003764657,0.0001402233,0.000008156075,0.0005940903,0.00002478425,1.373132e-7,0.01195635,0.777896,0.02228016],"study_design_scores_gemma":[0.0001136654,0.00001765229,0.04970076,0.00002215025,0.00002949539,0.000005373394,0.00007064697,0.0002421691,1.358534e-7,0.002516317,0.9471083,0.000173286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001880989,0.04436404,0.00004901185,0.000233849,0.0002820916,0.00007552031,0.0001650832,0.00008384918,0.9545584],"genre_scores_gemma":[0.04573561,0.004772043,0.0004983404,0.0005735005,0.0004921296,0.000001246147,0.00007150576,0.00002239707,0.9478332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1692123,"threshold_uncertainty_score":0.980617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595520331661018,"score_gpt":0.2212815457898724,"score_spread":0.2053263424732622,"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."}}