{"id":"W2038563364","doi":"10.1142/s0218348x15500073","title":"V-VARIABLE IMAGE COMPRESSION","year":2015,"lang":"en","type":"article","venue":"Fractals","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Variable (mathematics); Image compression; Image (mathematics); Compression (physics); Computer vision; Mathematics; Computer science; Artificial intelligence; Image processing; Materials science; Mathematical analysis; Composite material","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":[0.0006244675,0.0001510895,0.0003224179,0.0000463909,0.00005388984,0.00007567399,0.0002105256,0.0001061223,0.0007448327],"category_scores_gemma":[0.001178768,0.00011849,0.00006296921,0.0001296621,0.00004427986,0.0002138534,0.0001170782,0.0001542158,0.0005522442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004158828,"about_ca_system_score_gemma":0.00004491791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205757,"about_ca_topic_score_gemma":6.862377e-7,"domain_scores_codex":[0.9987931,0.00005445359,0.000333672,0.000191257,0.0003603215,0.0002672323],"domain_scores_gemma":[0.9986833,0.0004191453,0.0001393316,0.0003777593,0.0001401188,0.0002403474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000028273,0.0004886824,0.000104154,0.0002072966,0.00003746046,0.00002806481,0.0004143066,0.000006334552,0.00892958,0.842125,0.1463493,0.001281503],"study_design_scores_gemma":[0.0004278073,0.000040359,0.00004464429,0.00007898774,0.00002141844,0.00001515963,0.00008731747,0.005607849,0.0007294799,0.9646747,0.02807578,0.0001964791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.08891427,0.0001020625,0.2665805,0.0004779834,0.0004094184,0.0004419545,0.00004238258,0.0003305378,0.6427009],"genre_scores_gemma":[0.404767,0.00000579363,0.5812684,0.0004992964,0.0003008854,0.0000447772,0.00003907283,0.00008436422,0.01299043],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6297104,"threshold_uncertainty_score":0.8155395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09957522128726928,"score_gpt":0.3578207597635861,"score_spread":0.2582455384763168,"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."}}