{"id":"W2120533609","doi":"10.1109/jdt.2009.2037524","title":"Specification of the Geometric Regularity Model for Fuzzy<i>If-Then</i>Rule-Based Deinterlacing","year":2010,"lang":"en","type":"article","venue":"Journal of Display Technology","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pixel; Interpolation (computer graphics); Enhanced Data Rates for GSM Evolution; Fuzzy logic; Artificial intelligence; Computer science; Mathematics; Algorithm; Duality (order theory); Computer vision; Image (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001632609,0.0003882961,0.0007685829,0.0006324641,0.0003722148,0.001313135,0.001932896,0.0007479314,0.001338095],"category_scores_gemma":[0.003651912,0.0003734359,0.001003161,0.0004288032,0.001326349,0.00138148,0.0005757778,0.001111205,0.0004922699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008114027,"about_ca_system_score_gemma":0.0009848657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737403,"about_ca_topic_score_gemma":0.001739744,"domain_scores_codex":[0.9987948,0.0001730872,0.0001090675,0.000297044,0.0005020557,0.0001239426],"domain_scores_gemma":[0.9978284,0.0007511408,0.0003349436,0.0005389349,0.0004937293,0.00005281202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002636352,0.0001436478,0.001645595,0.000168197,0.00005668271,0.0003313622,0.0002707248,0.7146941,0.03926819,0.1091442,0.0007200161,0.1332936],"study_design_scores_gemma":[0.000007914723,0.00004570207,0.0001743895,0.000008430556,0.000007440514,0.00008021331,0.00001110499,0.982872,0.008164036,0.007854236,0.0007625513,0.00001200151],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0108524,0.00002406377,0.9876963,0.00002233172,0.00001009586,0.00003470031,0.00002324471,0.0001529955,0.001183861],"genre_scores_gemma":[0.5312493,0.00009680199,0.4663143,0.00004631907,0.00002898902,0.0001327125,0.0001474215,0.00007744669,0.001906673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002737403,"threshold_uncertainty_score":0.00863421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772882203035809,"score_gpt":0.2561665968940635,"score_spread":0.2384377748637054,"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."}}