{"id":"W2799221226","doi":"10.1145/3170427.3188576","title":"Block Talks","year":2018,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sentence; Block (permutation group theory); Computer science; Focus (optics); Reading (process); Literacy; Human–computer interaction; Artificial intelligence; Natural language processing; Multimedia; Linguistics; Psychology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005093307,0.00002876138,0.00002557891,0.00001854108,0.00006965697,0.00003478814,0.0004370587,0.00001573571,0.00006711913],"category_scores_gemma":[0.000004633648,0.00002406955,0.00001204214,0.0001801496,0.00004217884,0.0000930079,0.0001383252,0.00002320165,0.001408231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008801969,"about_ca_system_score_gemma":0.00001444413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002188689,"about_ca_topic_score_gemma":0.00001832611,"domain_scores_codex":[0.9996508,0.000006373039,0.00005440078,0.0001276717,0.00007442843,0.00008632113],"domain_scores_gemma":[0.9994872,0.0000114674,0.00001362439,0.0004133276,0.00003773484,0.00003670582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[1.853449e-7,0.00003055025,0.00003423956,6.428579e-7,0.000004361157,4.157921e-7,0.000140795,0.000003504506,0.001461082,0.9423649,0.03794683,0.01801254],"study_design_scores_gemma":[0.0002433482,0.0001057153,0.00247537,0.000004469217,0.000003882648,0.00003751703,0.00003050029,0.156223,0.06802055,0.04377162,0.7288224,0.000261628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009643589,0.000002592109,0.8219197,0.003018892,0.00005389867,0.00004226502,2.274735e-7,0.0001852987,0.1738127],"genre_scores_gemma":[0.9467785,8.721267e-7,0.04707121,0.001133038,0.00008393468,0.00001008114,4.009803e-7,0.000002083042,0.004919818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9458142,"threshold_uncertainty_score":0.9993693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391289495855422,"score_gpt":0.2605108264912159,"score_spread":0.2465979315326617,"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."}}