{"id":"W1672685495","doi":"10.1109/pacrim.2005.1517321","title":"A proposal of information retrieval method based on TPO meatdata","year":2005,"lang":"en","type":"article","venue":"","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Information retrieval","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":[],"consensus_categories":[],"category_scores_codex":[0.00140009,0.0009146145,0.001439246,0.006047442,0.00157855,0.003304567,0.002292306,0.001390989,0.004846339],"category_scores_gemma":[0.003603228,0.0005122581,0.001544304,0.006282012,0.0006610302,0.005016533,0.001842712,0.001032392,0.003074414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087988,"about_ca_system_score_gemma":0.001683327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00483562,"about_ca_topic_score_gemma":0.002849343,"domain_scores_codex":[0.9978979,0.0003233176,0.00019747,0.000587486,0.0008255791,0.0001682828],"domain_scores_gemma":[0.9987656,0.0002207505,0.00005261252,0.0002410667,0.0006582639,0.00006169092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00036392,0.0002618629,0.002622793,0.0003811976,0.0001603454,0.0002515752,0.0002440377,0.004060729,0.02891072,0.02422892,0.02126672,0.9172472],"study_design_scores_gemma":[0.0003255096,0.0003974416,0.006078225,0.0001049137,0.0005550399,0.002181807,0.0006748666,0.7671859,0.07038228,0.06330269,0.08847387,0.0003374357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007517783,0.001131755,0.985091,0.0003863328,0.0003601711,0.000219331,0.0004462558,0.002481696,0.002365704],"genre_scores_gemma":[0.0928366,0.001425541,0.8920626,0.0003759662,0.0006174073,0.0005231065,0.002905725,0.0002866174,0.008966413],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006047442,"threshold_uncertainty_score":0.01621258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375425044492069,"score_gpt":0.2757529605543538,"score_spread":0.2619987101094332,"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."}}