{"id":"W2888325128","doi":"10.1145/3229434.3229442","title":"Magicscroll","year":2018,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Affordance; Focus (optics); Human–computer interaction; Context (archaeology); Controller (irrigation); Interface (matter); Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003134041,0.00003125889,0.00002728105,0.00002335956,0.00004172928,0.00003804596,0.0002867828,0.000009478992,0.0003830224],"category_scores_gemma":[0.000007502451,0.00002415814,0.00001971442,0.00008156443,0.00002163607,0.0002999544,0.00008235049,0.00002267875,0.003513282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006049947,"about_ca_system_score_gemma":0.000008758749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001069231,"about_ca_topic_score_gemma":0.00000231142,"domain_scores_codex":[0.9997067,0.000007139196,0.00003643231,0.000105156,0.00005030394,0.00009424131],"domain_scores_gemma":[0.9996975,0.00001035495,0.00000995861,0.000171117,0.00008893273,0.00002215959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003964336,0.00002706535,0.0003913583,6.958911e-7,0.000008658877,0.000005097685,0.0004466951,9.955313e-8,0.06181143,0.8440043,0.08937502,0.003925577],"study_design_scores_gemma":[0.0003059076,0.0003432996,0.02201247,0.000005525339,0.000002202498,0.00002471204,0.00009749079,0.01512274,0.6883147,0.01263119,0.2608986,0.0002411231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003247641,0.000002776395,0.5516208,0.0005584881,0.000264731,0.00001434521,1.098678e-7,0.00001235255,0.4442788],"genre_scores_gemma":[0.9807477,4.694009e-7,0.008902,0.003570545,0.00008547489,7.809333e-7,1.823426e-7,0.000001409177,0.006691466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9775,"threshold_uncertainty_score":0.9972626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008913625118422742,"score_gpt":0.254163779842143,"score_spread":0.2452501547237202,"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."}}