{"id":"W105936790","doi":"10.1007/b105342","title":"Integrated Image and Graphics Technologies","year":2004,"lang":"en","type":"book","venue":"Kluwer Academic Publishers eBooks","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer graphics (images); Computer science; Graphics; Image (mathematics); Artificial intelligence","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":[0.000458986,0.001627254,0.001020326,0.002964286,0.0008392464,0.006631142,0.001871755,0.002300208,0.08393376],"category_scores_gemma":[0.001528432,0.0006291236,0.001093934,0.003417498,0.001301563,0.005390774,0.003056031,0.00314749,0.04883591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000970932,"about_ca_system_score_gemma":0.001068895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161607,"about_ca_topic_score_gemma":0.0014796,"domain_scores_codex":[0.9987946,0.00009896806,0.00005325394,0.0001849067,0.0007859982,0.00008234119],"domain_scores_gemma":[0.9994628,0.0001488843,0.00002374153,0.00009600854,0.0002184481,0.00005027445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004109287,0.00004771887,0.0001420597,0.0009279212,0.00003322855,0.0003203487,0.0004900966,0.0008337388,0.007464676,0.2007743,0.2922844,0.4966405],"study_design_scores_gemma":[0.000005515762,0.00001616429,0.0001270503,0.0001540517,0.00001171257,0.0005583975,0.00003744721,0.0005430192,0.0009845145,0.0182107,0.9793395,0.00001182788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001138207,0.04984142,0.2011121,0.002600749,0.005591588,0.000219539,0.0006867759,0.005929917,0.7328797],"genre_scores_gemma":[0.01306598,0.03589192,0.09124802,0.003263111,0.00236385,0.000262071,0.001137897,0.001408127,0.851359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08393376,"threshold_uncertainty_score":0.2807864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840650037689664,"score_gpt":0.2106606744818691,"score_spread":0.1922541741049724,"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."}}