{"id":"W2773308348","doi":"10.1145/3132787.3139197","title":"Duopography","year":2017,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interface (matter); Computer science; Panning (audio); Gesture; Computer graphics (images); Front (military); Terrain; Surface (topology); Representation (politics); Human–computer interaction; Dual (grammatical number); Mobile device; Computer vision; Zoom; Engineering; Geometry; Optics; Physics; Mechanical engineering; Cartography; Geography; Mathematics","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":[0.0001977306,0.0007046198,0.0003293953,0.0008102163,0.0007526657,0.001714832,0.001033083,0.0008898964,0.0889409],"category_scores_gemma":[0.001166757,0.0002768072,0.0003433437,0.000912292,0.0005046829,0.001793687,0.002920542,0.0007946645,0.01888446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538743,"about_ca_system_score_gemma":0.0003654053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033389,"about_ca_topic_score_gemma":0.001563242,"domain_scores_codex":[0.9996475,0.00003519972,0.00001635428,0.00008945377,0.0001578439,0.000053613],"domain_scores_gemma":[0.9995772,0.00009168051,0.00002022415,0.0001234428,0.0001040578,0.00008334305],"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":[0.0004902164,0.00005695834,0.001717225,0.001032928,0.00002901253,0.0009482315,0.001722731,0.001424408,0.04462411,0.04030051,0.09924185,0.8084118],"study_design_scores_gemma":[0.00001869076,0.0001277844,0.001220294,0.0001008532,0.00001483331,0.0008559008,0.0002854198,0.001620837,0.009074591,0.002267451,0.984387,0.00002641275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04918811,0.008403031,0.3655249,0.002153103,0.003653912,0.0006277284,0.003908813,0.01360612,0.5529342],"genre_scores_gemma":[0.3329552,0.005802055,0.145603,0.001539926,0.0006505322,0.0004297271,0.005178704,0.002562861,0.5052781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0889409,"threshold_uncertainty_score":0.297537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448080413306743,"score_gpt":0.2819615607431888,"score_spread":0.2674807566101214,"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."}}