{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006253697,0.0005958686,0.0005669824,0.0003518021,0.0002555982,0.0006194981,0.0009244198,0.001965556,0.0003737109],"category_scores_gemma":[0.0002079014,0.000455467,0.0001470175,0.0001472867,0.001012419,0.0008489079,0.00008021474,0.003623204,0.00009876857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007081245,"about_ca_system_score_gemma":0.0008943633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004985629,"about_ca_topic_score_gemma":0.000539006,"domain_scores_codex":[0.9974886,0.00007758042,0.0004947013,0.000776313,0.000495416,0.0006674493],"domain_scores_gemma":[0.9988876,0.0001425095,0.0002466199,0.0003898999,0.0001277943,0.0002055767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007900014,0.00000864202,0.009295577,0.0003735417,0.000285664,0.0002081904,0.001403793,0.000008240181,0.00004802539,0.002836961,0.6488783,0.336574],"study_design_scores_gemma":[0.0004165274,0.0001015522,0.001911956,0.0004147205,0.00007537023,0.0001006887,0.0005829012,0.00006094774,0.00003032819,0.06670232,0.9286462,0.0009564714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002175765,0.005953818,0.00002408642,0.0005397199,0.0007104957,0.0004347486,0.0003388445,0.001232761,0.9885898],"genre_scores_gemma":[0.01603738,0.0003031138,0.0005669623,0.0006577245,0.0002145261,0.000007824634,0.001272956,0.00004137892,0.9808981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3356175,"threshold_uncertainty_score":0.9997897,"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."}}