{"id":"W2588239681","doi":"","title":"Demo Night","year":2016,"lang":"en","type":"article","venue":"Conference on Design and Architectures for Signal and Image Processing","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Casual; Computer science; Event (particle physics); Work (physics); Multimedia; World Wide Web; Engineering","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":[0.001649489,0.0001585998,0.0001954818,0.000207037,0.0004309313,0.0008844363,0.000356675,0.00003224067,0.0001022032],"category_scores_gemma":[0.0005971218,0.0000785224,0.00003874196,0.0001664742,0.0002930322,0.0001165428,0.0001437563,0.00006257365,0.00001644069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005153731,"about_ca_system_score_gemma":0.00004904643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001401521,"about_ca_topic_score_gemma":0.000001073691,"domain_scores_codex":[0.9982427,0.0001005439,0.0002754392,0.0007050002,0.0004019777,0.0002743575],"domain_scores_gemma":[0.9983678,0.0009903023,0.0001153657,0.0002349762,0.0001515538,0.0001400113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001039552,0.0000152741,0.00005225378,0.00001426401,0.000004155486,0.000002224068,0.0002520328,0.0000125243,0.01350035,0.001101415,0.001881259,0.9830603],"study_design_scores_gemma":[0.001900007,0.0007863762,0.002419765,0.000574859,0.00003772841,0.0000396155,0.000488145,0.167252,0.02136613,0.784822,0.01957595,0.0007374519],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03601945,0.0001988693,0.9590116,0.002338204,0.000075001,0.0002389449,0.0000121301,0.00004480779,0.002061035],"genre_scores_gemma":[0.9699273,0.000007536523,0.02711394,0.0002977193,0.00006248497,0.000015504,8.811923e-7,0.000007456799,0.002567205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9823228,"threshold_uncertainty_score":0.852864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354622292765132,"score_gpt":0.3609002913271556,"score_spread":0.2254380620506424,"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."}}