{"id":"W4250554149","doi":"10.1364/iodc.2006.me16","title":"Design and Implementation of Organic LED-Based Displays for Signage Application","year":2006,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Signage; Digital signage; Design methods; Multimedia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517555,0.000334961,0.0002156758,0.0002944839,0.0002658333,0.000534686,0.0008225773,0.0004282801,0.002036475],"category_scores_gemma":[0.0005747864,0.0002732523,0.0002590362,0.0002521026,0.0001703189,0.0003943801,0.0002909024,0.0003323054,0.0006305621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633322,"about_ca_system_score_gemma":0.0003427609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002582432,"about_ca_topic_score_gemma":0.0005059497,"domain_scores_codex":[0.999718,0.00003900186,0.00001441057,0.0000293228,0.0001573197,0.00004195477],"domain_scores_gemma":[0.9997862,0.00005768658,0.00003591686,0.00002281656,0.00008074738,0.00001664884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001525311,0.0001050333,0.0005080575,0.0004286502,0.00003166774,0.0002637452,0.0001683192,0.004265143,0.9053871,0.004730802,0.000776145,0.08318287],"study_design_scores_gemma":[0.00008461942,0.0007857274,0.001904014,0.00006840369,0.00008188146,0.0006630947,0.00006667373,0.03541767,0.9231775,0.0007839879,0.03692165,0.00004466127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2812463,0.001190925,0.6986984,0.0003167838,0.0002701374,0.0003926913,0.0002849252,0.002283511,0.01531636],"genre_scores_gemma":[0.6553708,0.001479754,0.3314892,0.0001088738,0.00005177185,0.0003583241,0.0001383145,0.0001205205,0.01088234],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002036475,"threshold_uncertainty_score":0.006812692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008492140194319429,"score_gpt":0.2708257204772317,"score_spread":0.2623335802829123,"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."}}