{"id":"W2472178346","doi":"10.1145/2897824.2925983","title":"Rich360","year":2016,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Image stitching; Parallax; Computer science; Computer vision; Artificial intelligence; Computer graphics (images); Projection (relational algebra); Pipeline (software); Surface (topology); Sampling (signal processing); Mathematics; Algorithm; Geometry","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":[0.0004347948,0.0007393946,0.0004674545,0.0007828921,0.0005790328,0.001123699,0.001247101,0.0006513998,0.05873309],"category_scores_gemma":[0.001015574,0.000588955,0.0007283686,0.0003950982,0.000356529,0.001640268,0.002470458,0.0007893607,0.01682042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880097,"about_ca_system_score_gemma":0.0007782736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927428,"about_ca_topic_score_gemma":0.003255133,"domain_scores_codex":[0.9995182,0.00004161829,0.00001827765,0.0001185988,0.000236572,0.00006685279],"domain_scores_gemma":[0.9995465,0.00008643607,0.0000225509,0.0001295637,0.0001275991,0.00008738716],"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":[0.001609029,0.0002344754,0.001674189,0.001194278,0.0001260114,0.0007456226,0.0007516633,0.005752105,0.2714689,0.01912262,0.09577726,0.6015438],"study_design_scores_gemma":[0.000182854,0.001024176,0.005652193,0.0002564886,0.0001253058,0.003555016,0.0002826707,0.05923513,0.1882559,0.007960285,0.7331527,0.000317367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.08172992,0.003326503,0.6233454,0.0007740458,0.0007774889,0.00100518,0.008728069,0.06318097,0.2171324],"genre_scores_gemma":[0.2208439,0.002011421,0.6287943,0.0008307475,0.0002299257,0.0004541077,0.01808619,0.005089683,0.1236598],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05873309,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070891255358616,"score_gpt":0.2718712598927874,"score_spread":0.2511623473392013,"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."}}