{"id":"W2148810754","doi":"10.1109/icpr.2002.1048394","title":"Saturated independent color coordinates for image alignment","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hue; Artificial intelligence; Computer vision; Computer science; Representation (politics); Probabilistic logic; Context (archaeology); Pixel; Pattern recognition (psychology); Mathematics; Geography","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":[0.0005198643,0.0007304971,0.0005065941,0.0009089654,0.0004804575,0.000995605,0.001013994,0.0007971507,0.006038944],"category_scores_gemma":[0.00306734,0.0003554298,0.0004093007,0.001564515,0.0008803366,0.001447225,0.001312955,0.001122899,0.003109789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440722,"about_ca_system_score_gemma":0.0007442609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288084,"about_ca_topic_score_gemma":0.001761518,"domain_scores_codex":[0.9993693,0.0001614644,0.00002238624,0.0001509092,0.0002532814,0.00004265972],"domain_scores_gemma":[0.9990397,0.0001778711,0.0001109231,0.0003339272,0.0002835687,0.00005405845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002700843,0.00006634602,0.0007999396,0.0002328905,0.00006269724,0.0002094305,0.0002493319,0.1151525,0.08566511,0.4140354,0.01202589,0.3712305],"study_design_scores_gemma":[0.00005650858,0.0001240244,0.001057884,0.00004398656,0.00003188162,0.0004988089,0.00007666631,0.7765487,0.05967052,0.1065058,0.05529494,0.00009042411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001998567,0.0001340813,0.9950638,0.00006802435,0.00004359732,0.00002026167,0.00004813934,0.0004587816,0.002164769],"genre_scores_gemma":[0.135396,0.0005118968,0.856428,0.0001348006,0.0001270064,0.0001992928,0.0003760179,0.0004466907,0.006380266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006038944,"threshold_uncertainty_score":0.02020222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240406742845118,"score_gpt":0.2783627831199966,"score_spread":0.2659587156915454,"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."}}