{"id":"W4251598842","doi":"10.1109/trustcom.2013.254","title":"ISPA 2013: Message from the General Chairs","year":2013,"lang":"en","type":"article","venue":"","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"China; Computer science; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009732813,0.00003379075,0.00003291366,0.000007868051,0.0001649452,0.00009175287,0.0001635427,0.0000253198,0.02069145],"category_scores_gemma":[0.00003028334,0.00002182721,0.00002162117,0.0000675595,0.00005426806,0.0001177515,0.00001444479,0.00003778075,0.002251011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001786422,"about_ca_system_score_gemma":0.00003203532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09163909,"about_ca_topic_score_gemma":0.001864065,"domain_scores_codex":[0.9996323,0.00002510165,0.00004268345,0.00006246779,0.0001162897,0.0001211678],"domain_scores_gemma":[0.9997689,0.00004433147,0.000009700681,0.00009205625,0.00002396505,0.00006101787],"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":[1.589836e-7,0.000009987683,0.001188326,2.041386e-7,0.000006616889,1.153861e-7,0.00759689,0.00002614782,0.00004501008,0.06379273,0.9230617,0.004272073],"study_design_scores_gemma":[0.0000436972,0.0000015931,0.0195756,0.00000125819,0.000002258801,2.257544e-8,0.007667859,0.000177471,0.00002180758,0.001028513,0.9714257,0.00005418603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3167824,0.0001257946,0.0003611606,0.06658884,0.002090728,0.0001626008,0.000004053623,0.0001654095,0.613719],"genre_scores_gemma":[0.8753164,0.00007830879,0.0005636839,0.001097761,0.0006493381,0.00001475186,0.000002505184,0.000004059033,0.1222732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.558534,"threshold_uncertainty_score":0.9985259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735971461711433,"score_gpt":0.2635597282463849,"score_spread":0.2462000136292705,"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."}}