{"id":"W2598579255","doi":"","title":"Alternate Duals of Gabor Subspace Frames","year":2005,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Subspace topology; Dual polyhedron; Mathematics; Artificial intelligence; Computer vision; Computer science; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001047642,0.0001372036,0.0001788587,0.0001174971,0.00004424069,0.00005700489,0.000995832,0.00006943318,0.009486065],"category_scores_gemma":[0.00001217882,0.0001347858,0.00007986479,0.0003724688,0.00007259165,0.0007570559,0.0002928948,0.0001227881,0.00008390818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005713035,"about_ca_system_score_gemma":0.00002858955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000311636,"about_ca_topic_score_gemma":0.00003924864,"domain_scores_codex":[0.9990411,0.00005353024,0.0001479431,0.0002770499,0.0002370585,0.0002432496],"domain_scores_gemma":[0.9993274,0.00003386077,0.00009232347,0.0003419311,0.0001109792,0.00009353724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003790166,0.0001502317,0.003203923,0.00002676854,0.00005160939,0.00002336108,0.0006201168,0.00002734619,0.00807672,0.3257107,0.001970349,0.660101],"study_design_scores_gemma":[0.0009720674,0.0005223614,0.001124756,0.0001782529,0.0000357625,0.0000078149,0.0003522507,0.005132768,0.2987075,0.002414203,0.6899683,0.0005840382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02342035,0.00007729345,0.09020455,0.00137752,0.0001382733,0.0001535933,0.000002507052,0.0003022877,0.8843236],"genre_scores_gemma":[0.8575155,0.00003605036,0.039149,0.0001782398,0.00004637295,4.558053e-7,4.938826e-7,0.000008458789,0.1030655],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8340951,"threshold_uncertainty_score":0.9914194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315969862389598,"score_gpt":0.2258029026621489,"score_spread":0.2026432040382529,"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."}}