{"id":"W7043032612","doi":"","title":"Similarity search and applications 5th international conference, SISAP 2012, Toronto, ON, Canada, August 9 - 10, 2012 ; proceedings","year":2012,"lang":"en","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Similarity (geometry); Similitude; Feature (linguistics); Nearest neighbor search; Search engine indexing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002637024,0.0001168649,0.00009084033,0.00004140918,0.000129563,0.0003082996,0.0008244012,0.00003233273,0.002203434],"category_scores_gemma":[0.000006803054,0.0001026792,0.00001521119,0.0001045257,0.00003773521,0.003095845,0.0005234012,0.00008575475,0.00006270676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079094,"about_ca_system_score_gemma":0.00008684681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05944542,"about_ca_topic_score_gemma":0.0717216,"domain_scores_codex":[0.998861,0.000008192369,0.0001351996,0.0002829321,0.0003933478,0.0003193084],"domain_scores_gemma":[0.9993825,0.00002334827,0.00003349622,0.0002308023,0.000135004,0.0001948466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001948328,0.00008258741,0.001408834,0.000008836329,0.00002084539,3.325989e-7,0.00005008162,4.894609e-7,0.00000935174,0.595024,0.3742283,0.02916441],"study_design_scores_gemma":[0.0002158294,0.000024432,0.01869547,0.000006369165,0.000007118555,0.000002790943,0.0001778872,0.01253494,0.0001007246,0.0003629418,0.967644,0.0002275271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009884374,0.0002123641,0.1432574,0.004276431,0.0005285838,0.0005069133,0.00006532265,0.0001690399,0.8499955],"genre_scores_gemma":[0.6387116,0.0002440587,0.0499711,0.003297937,0.001454368,0.0002371521,0.0001893881,0.00002902765,0.3058653],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6377232,"threshold_uncertainty_score":0.9987087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367659756730555,"score_gpt":0.2807233317473065,"score_spread":0.2470467341800009,"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."}}