{"id":"W4232789216","doi":"10.1016/j.websem.2005.07.002","title":"Preface","year":2005,"lang":"fr","type":"article","venue":"Journal of Web Semantics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001590837,0.000925918,0.0006271289,0.004366164,0.002520312,0.003513187,0.001169845,0.0009090746,0.3732966],"category_scores_gemma":[0.01400602,0.0003117896,0.0006246977,0.002837237,0.0006887338,0.003438975,0.001945255,0.003087719,0.2368703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002068136,"about_ca_system_score_gemma":0.001816807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006231554,"about_ca_topic_score_gemma":0.006717947,"domain_scores_codex":[0.9992349,0.0001318049,0.00005132169,0.0001267043,0.0004000714,0.00005517388],"domain_scores_gemma":[0.9924328,0.001231227,0.0001953779,0.0007851661,0.004692078,0.0006634032],"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":[0.00002134917,0.00001841065,0.00006725408,0.00005710883,0.000001713906,0.00002233108,0.00004817772,0.00005523639,0.0001012876,0.007498778,0.9637379,0.0283706],"study_design_scores_gemma":[0.000004711465,0.000008070293,0.000227726,0.00008026715,0.000002397187,0.0000325279,0.00006207091,0.00006062183,0.0001310496,0.007059509,0.9923248,0.000006128779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001600944,0.008621799,0.02549284,0.04282116,0.2687473,0.0007052497,0.0193697,0.002967364,0.6296737],"genre_scores_gemma":[0.00827227,0.004223958,0.006112147,0.006748463,0.03410956,0.0003263697,0.0118538,0.001647175,0.9267063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6267034,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658214332035548,"score_gpt":0.2789424095582196,"score_spread":0.2623602662378641,"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."}}