{"id":"W4237076065","doi":"10.1198/jcgs.2011.09166b","title":"Comment","year":2011,"lang":"en","type":"article","venue":"Journal of Computational and Graphical Statistics","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Perspective (graphical); Relation (database); Computer science; Cognition; Table (database); Psychology; Cognitive psychology; Artificial intelligence; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000195171,0.00005551751,0.0001083269,0.0001012731,0.00005519636,0.00005319506,0.0002060961,0.00001944257,0.00002288797],"category_scores_gemma":[0.00004660081,0.00004334652,0.0000277097,0.0001661236,0.00005896126,0.0001687513,0.00005490491,0.00008615742,0.000002756063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000497433,"about_ca_system_score_gemma":0.00003419019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001729536,"about_ca_topic_score_gemma":4.413131e-7,"domain_scores_codex":[0.9992651,0.0000376488,0.0002984403,0.00006463125,0.0002619133,0.00007231226],"domain_scores_gemma":[0.9992471,0.0001459562,0.0001734021,0.00005183215,0.0002637069,0.0001180578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005080226,0.00008338589,0.0009537993,0.000005250586,0.00002135987,0.0000239964,0.0001562505,0.00006873106,7.287808e-7,0.9840953,0.006867814,0.007718326],"study_design_scores_gemma":[0.000360032,0.000228223,0.02749178,0.00001223524,0.00001359846,0.0001015214,0.00001528866,0.09006613,0.00000821402,0.8722765,0.009343857,0.00008261421],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006975202,0.00004225537,0.9977356,0.001208244,0.0001042923,0.00001557354,0.00001934555,0.000006830106,0.0001702912],"genre_scores_gemma":[0.3302591,0.00006065183,0.6672439,0.002384145,0.0000312487,1.932483e-7,0.000007042834,0.000002887284,0.00001083631],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3304917,"threshold_uncertainty_score":0.176762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274139259601863,"score_gpt":0.2892028001394387,"score_spread":0.2564614075434201,"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."}}