{"id":"W2083795658","doi":"10.1145/2072298.2072460","title":"Ztitch","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Touchscreen; Computer vision; Computer graphics (images); Perspective (graphical); Camera phone; Artificial intelligence; Mobile phone; Visualization; Set (abstract data type); Human–computer interaction","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":[0.0003373776,0.001043782,0.0007126752,0.001056457,0.0008627829,0.00205996,0.002057263,0.001067698,0.3844238],"category_scores_gemma":[0.001405099,0.0005307348,0.0006744498,0.00118175,0.0002859759,0.002639977,0.002974463,0.00109819,0.3002457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004847952,"about_ca_system_score_gemma":0.0007656282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003579843,"about_ca_topic_score_gemma":0.004871114,"domain_scores_codex":[0.9994928,0.0000280922,0.00002667608,0.0001110742,0.0002456692,0.00009571138],"domain_scores_gemma":[0.999471,0.00004615232,0.00002084192,0.0001660936,0.0002168561,0.00007904097],"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":[0.0007149545,0.0001074865,0.001176791,0.000641579,0.00003137216,0.0003530802,0.000265511,0.0007221104,0.02591204,0.01801757,0.5587112,0.3933463],"study_design_scores_gemma":[0.00006852345,0.00007407943,0.001203789,0.00004729193,0.00001896698,0.0003341913,0.0001045966,0.002928516,0.009582469,0.002937025,0.9826679,0.0000327706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01472686,0.001355516,0.1365607,0.001370682,0.001485988,0.0009707484,0.04109858,0.1402691,0.6621619],"genre_scores_gemma":[0.06844957,0.001329618,0.06023091,0.001145198,0.0002419585,0.0006495094,0.07411679,0.01617269,0.7776637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3844238,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05530216066628836,"score_gpt":0.256525600075823,"score_spread":0.2012234394095346,"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."}}