{"id":"W7099424409","doi":"","title":"Title: Folding-up: A Hybrid Method for Updating the Partial Singular Value Decomposition in Latent Semantic Indexing","year":2006,"lang":"en","type":"article","venue":"","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Acknowledgement; Value (mathematics); Search engine indexing; Singular value decomposition; Signature (topology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003458271,0.001265299,0.001673901,0.002498208,0.001120524,0.002922955,0.001947663,0.001668618,0.02114872],"category_scores_gemma":[0.01028315,0.0006801718,0.001221441,0.003522598,0.0006233262,0.003355197,0.001796218,0.001743068,0.01240488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530448,"about_ca_system_score_gemma":0.001197277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002508187,"about_ca_topic_score_gemma":0.003494069,"domain_scores_codex":[0.9985505,0.0004281174,0.0001385697,0.000437391,0.0003674665,0.0000779482],"domain_scores_gemma":[0.9969241,0.001091767,0.0001368824,0.0006871503,0.00102385,0.0001362662],"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":[0.0004187774,0.00008751739,0.0009041983,0.0002019065,0.0001170112,0.00005853134,0.0001227595,0.008640032,0.007933659,0.003587073,0.02263779,0.9552908],"study_design_scores_gemma":[0.0002035648,0.0002829791,0.002227442,0.0001128716,0.0001823084,0.0003571468,0.0001754422,0.9104756,0.0222735,0.02552829,0.03805513,0.0001257019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007547891,0.000677361,0.9830112,0.0001991011,0.0005689733,0.0001443182,0.0007602763,0.006236923,0.0008539591],"genre_scores_gemma":[0.05119395,0.0005282385,0.9368041,0.0001636496,0.0004038513,0.0002852474,0.00337763,0.001278262,0.005965067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9788513,"threshold_uncertainty_score":0.07074946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753047734172549,"score_gpt":0.3645218963118664,"score_spread":0.3369914189701409,"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."}}