{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01301032,0.00210595,0.001659869,0.0009408299,0.005087234,0.01001017,0.002965946,0.03071915,0.03719972],"category_scores_gemma":[0.01701637,0.0009235805,0.002977544,0.001675649,0.002145246,0.005033861,0.003936994,0.03079396,0.04579249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003961756,"about_ca_system_score_gemma":0.02445292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888369,"about_ca_topic_score_gemma":0.02434985,"domain_scores_codex":[0.9947171,0.0007925119,0.0003888406,0.0005627527,0.002512734,0.001026225],"domain_scores_gemma":[0.9802514,0.001552855,0.0006782931,0.0005936711,0.01015282,0.006770933],"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":[0.00001841785,0.0000160979,0.00008403992,0.00003129454,0.000002673449,0.00003942747,0.00001121226,0.00001598921,0.00004220975,0.0002269385,0.9979438,0.001568005],"study_design_scores_gemma":[0.00001855529,0.00003192428,0.001424123,0.0001356728,0.00001250406,0.00007395364,0.0002151011,0.0000973623,0.0001031094,0.0004109035,0.9974461,0.00003075106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005337693,0.002612139,0.0005046503,0.7577708,0.2258621,0.000145716,0.0009880732,0.0004239856,0.01115876],"genre_scores_gemma":[0.006259242,0.003740741,0.001982133,0.8007304,0.06595777,0.0003992011,0.001439977,0.000454223,0.1190363],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03719972,"threshold_uncertainty_score":0.1244454,"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."}}