{"id":"W178410994","doi":"","title":"BEYOND THE CARTESIAN GRAPH: 3D VISUALIZATION IN LITERARY CLASSROOMS","year":2011,"lang":"en","type":"article","venue":"INTED2011 Proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Visualization; Graph; Computer science; Graph drawing; Computer graphics (images); Mathematics; Artificial intelligence; Theoretical computer science","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":[0.0001082222,0.0001322886,0.00009800056,0.0001727774,0.00004469637,0.00003047819,0.0001860518,0.00006518759,0.00009419032],"category_scores_gemma":[0.00001295968,0.0001011983,0.00003713407,0.0003710135,0.00003857263,0.0001967212,0.00002373686,0.0001791153,0.00004406704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002495514,"about_ca_system_score_gemma":0.000008565364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001440193,"about_ca_topic_score_gemma":0.000009348123,"domain_scores_codex":[0.9993439,0.000006319293,0.0001966683,0.0001397264,0.0001252105,0.0001881906],"domain_scores_gemma":[0.99979,0.00002367855,0.00002658149,0.00005884641,0.00006139745,0.00003948983],"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":[0.0002385331,0.0003422693,0.06079491,0.0005809828,0.0003395828,0.00005960762,0.3251845,0.001827729,0.01062327,0.3604727,0.04664829,0.1928876],"study_design_scores_gemma":[0.0008470975,0.0003545941,0.0853357,0.0002740711,0.000057757,0.0001301414,0.001440847,0.1526108,0.01060918,0.7332922,0.01397031,0.001077292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6387098,0.001406369,0.09465227,0.0002320842,0.0008049992,0.0007903104,0.000007450466,0.001119578,0.2622771],"genre_scores_gemma":[0.9983107,0.00001465445,0.001165257,0.0002574961,0.00008215256,0.00004158037,0.000005764681,0.00002975041,0.00009260205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3728195,"threshold_uncertainty_score":0.4126748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117053102357567,"score_gpt":0.1994139337185736,"score_spread":0.1877086234828169,"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."}}