{"id":"W2115020653","doi":"10.1002/cae.20179","title":"An interactive simulation tool for image registration education","year":2010,"lang":"en","type":"article","venue":"Computer Applications in Engineering Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"MATLAB; Computer science; Graphical user interface; Image registration; Feature (linguistics); Computer graphics (images); Image (mathematics); User interface; Interface (matter); Engineering drawing; Human–computer interaction; Artificial intelligence; Multimedia; Programming language; Operating system; Engineering","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":[0.0001687472,0.0002001551,0.0001340205,0.0003485525,0.00005496058,0.0001025857,0.0002194274,0.0001586851,0.00001288989],"category_scores_gemma":[0.00003830824,0.0002349783,0.00004368924,0.0004150634,0.00002078612,0.000552191,0.000009120708,0.0002888614,0.00001282348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628082,"about_ca_system_score_gemma":0.0001642731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001142247,"about_ca_topic_score_gemma":0.000008109963,"domain_scores_codex":[0.9990389,0.000007848517,0.0003459158,0.0002934178,0.0001053609,0.0002085579],"domain_scores_gemma":[0.9991271,0.0001252934,0.00004767472,0.0004360658,0.0001625324,0.0001012625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009421653,0.001179265,0.0007408987,0.00132269,0.00002691015,8.334891e-8,0.00119275,0.5516925,0.07603464,0.01403764,0.003211252,0.3505519],"study_design_scores_gemma":[0.0001407839,0.00002573598,0.01666168,0.00005724545,0.00001223676,0.000004145371,0.00005496582,0.955958,0.001565791,0.0008195124,0.02437687,0.000323033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1983857,0.00003802797,0.797463,0.00006851958,0.002623805,0.0007855525,0.000007995867,0.0004815897,0.0001458035],"genre_scores_gemma":[0.853447,0.000006724551,0.1428318,0.00003113203,0.00129467,0.001717551,0.0005900789,0.00005021043,0.00003083954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6550613,"threshold_uncertainty_score":0.9582138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004363710003565404,"score_gpt":0.2668164319723638,"score_spread":0.2624527219687984,"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."}}