{"id":"W4402260137","doi":"10.62973/14-044","title":"OGC Testbed 10 Summary Engineering Report","year":2015,"lang":"en","type":"report","venue":"","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testbed; Computer science; World Wide Web","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":[0.01006056,0.00136189,0.0006609761,0.002716071,0.001993143,0.007332817,0.002982643,0.001992119,0.113694],"category_scores_gemma":[0.007109476,0.0006710287,0.0006847885,0.002651092,0.0005338152,0.0049878,0.002778197,0.001997108,0.09284011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103838,"about_ca_system_score_gemma":0.008414135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03183251,"about_ca_topic_score_gemma":0.0249002,"domain_scores_codex":[0.9962819,0.0005780695,0.0001578986,0.0003884403,0.002046887,0.0005467719],"domain_scores_gemma":[0.9938077,0.000364694,0.0001863204,0.0008271488,0.003525579,0.00128842],"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":[0.0002090479,0.0001823143,0.0008675135,0.000165153,0.00001120548,0.0001155572,0.00007710595,0.001822522,0.001812196,0.007924711,0.9405454,0.04626732],"study_design_scores_gemma":[0.00004388951,0.00007967056,0.0006889079,0.00006307487,0.000006140518,0.00003360703,0.000076854,0.0009947218,0.001126487,0.001167032,0.9957018,0.00001782422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009935897,0.002215219,0.05911173,0.01403337,0.006885828,0.005044075,0.1358914,0.02931826,0.7375643],"genre_scores_gemma":[0.03680451,0.003723174,0.06433778,0.003440389,0.001720734,0.003707262,0.4763085,0.009899033,0.4000587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.113694,"threshold_uncertainty_score":0.3803443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488673372317392,"score_gpt":0.3376153253895459,"score_spread":0.282728591666372,"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."}}