{"id":"W4245860235","doi":"10.1109/pacificvis.2013.6596114","title":"Message from the Program Chairs","year":2013,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Beijing; Visualization; Computer science; Library science; Graphics; Computer graphics (images); Computer graphics; China; Geography; Archaeology; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.004495952,0.0009886497,0.0008558085,0.0007555907,0.003201252,0.005724818,0.001606533,0.008429573,0.130627],"category_scores_gemma":[0.01322983,0.0005753271,0.0009508849,0.000654944,0.0007641463,0.002850383,0.003843816,0.01443986,0.08545596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155642,"about_ca_system_score_gemma":0.009429486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00400672,"about_ca_topic_score_gemma":0.006996517,"domain_scores_codex":[0.9971368,0.0004775532,0.0001125226,0.0004479,0.001251373,0.0005738536],"domain_scores_gemma":[0.985527,0.0007013861,0.0003773895,0.0003835604,0.006576485,0.006434184],"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":[0.00001832929,0.00001476576,0.00005818086,0.00002464059,0.000001362898,0.00001952869,0.00001380909,0.00001009855,0.00004615099,0.0003269051,0.9955753,0.003890988],"study_design_scores_gemma":[0.00001647329,0.00003065348,0.0003823485,0.00005801923,0.000004547548,0.00004616798,0.0001472131,0.00005128624,0.0001190349,0.0004330373,0.9987,0.00001112176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007463246,0.002143673,0.001311925,0.5492625,0.4133379,0.0002890651,0.001289806,0.0007234485,0.03089532],"genre_scores_gemma":[0.007191953,0.00227628,0.002054334,0.3439597,0.07243889,0.0008914138,0.001298918,0.000793445,0.5690951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.130627,"threshold_uncertainty_score":0.4369907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905785805799474,"score_gpt":0.2869118843131094,"score_spread":0.2678540262551147,"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."}}