{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fdac29070d60","filters":{"venue":"International Journal of Computer Vision and Image Processing"}},"results":[{"id":"W1963578859","doi":"10.4018/ijcvip.2013100103","title":"A Hybrid Lossless-Lossy Binary Image Compression Scheme","year":2013,"lang":"en","type":"article","venue":"International Journal of Computer Vision and Image Processing","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Lossy compression; Lossless compression; Image compression; Binary image; Rectangle; Data compression; Mathematics; Algorithm; Color Cell Compression; Computer science; Pixel; Binary number; Distortion (music); Artificial intelligence; Computer vision; Image (mathematics); Image processing; Geometry; Arithmetic","authors":[{"name":"Saif alZahir","is_ca":true},{"name":"Syed Manshoor Ali Naqvi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008962960856768967,"gpt":0.3074338785015829,"spread":0.298470917644814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002806197,0.0003393941,0.0003906963,0.0006801744,0.0002550614,0.0005322128,0.0008866197,0.000510461,0.001940412],"category_scores_gemma":[0.000744771,0.0001895993,0.0002293005,0.0004927499,0.0003044911,0.001267171,0.0006802396,0.0005509463,0.0007854803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406096,"about_ca_system_score_gemma":0.0002157613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178104,"about_ca_topic_score_gemma":0.0003678726,"domain_scores_codex":[0.9996498,0.0000399661,0.00001953354,0.00004225716,0.0002185398,0.00002988969],"domain_scores_gemma":[0.9996785,0.00005789171,0.00003847354,0.0001049466,0.00009855058,0.00002163561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005478891,0.0002011512,0.0006057961,0.0002634068,0.00005259918,0.0002824385,0.0001354726,0.02890879,0.3493435,0.02611388,0.005322111,0.588223],"study_design_scores_gemma":[0.000139169,0.0006607854,0.001775608,0.00006719075,0.00007527232,0.002325808,0.00005121372,0.6733394,0.2842302,0.007417484,0.02982367,0.00009416087],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05318468,0.001069384,0.9396541,0.0002975934,0.0001582079,0.0001352549,0.0001069586,0.0009339055,0.004459963],"genre_scores_gemma":[0.459337,0.0008041924,0.5245935,0.0004053794,0.000158168,0.0001566093,0.0003480586,0.0001037322,0.01409329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001940412,"threshold_uncertainty_score":0.006491303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}