{"id":"W2055719104","doi":"10.1145/2701973.2701978","title":"Are Tangibles Really Better?","year":2015,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Joystick; Human–computer interaction; Computer science; Usability; Natural (archaeology); Work (physics); Multimedia; User interface; Simulation; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.00007302975,0.00005964502,0.00006411473,0.00004658162,0.00002732422,0.00006688714,0.0003985968,0.00001975955,0.00002878883],"category_scores_gemma":[0.00003374104,0.00004677253,0.00003280758,0.0001127792,0.00001141815,0.0004817487,0.0001240216,0.00004590214,0.0006593963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000238685,"about_ca_system_score_gemma":0.00002249559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000336223,"about_ca_topic_score_gemma":0.00001188853,"domain_scores_codex":[0.999487,0.00001990058,0.00006754111,0.0001570667,0.000128954,0.0001395779],"domain_scores_gemma":[0.999474,0.00001864923,0.00004883676,0.0002370448,0.0001441589,0.0000773174],"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":[0.00001746738,0.0001200894,0.01532982,0.000006800078,0.00004833778,0.0001602874,0.001597843,0.00001635737,0.01802224,0.2071994,0.7509416,0.006539741],"study_design_scores_gemma":[0.002170084,0.000655767,0.2532901,0.000105771,0.00002191904,0.00016663,0.004158212,0.01712663,0.2920966,0.04378362,0.3849799,0.001444761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05814972,0.00005379269,0.6180351,0.006240404,0.0006843589,0.0000770142,0.000001864331,0.00006832393,0.3166894],"genre_scores_gemma":[0.9792543,0.000001239655,0.01021644,0.007191446,0.0000799242,0.000003943191,0.000001437382,0.00000454567,0.00324669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9211046,"threshold_uncertainty_score":0.8475425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929191555258284,"score_gpt":0.2765224473882836,"score_spread":0.2372305318357008,"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."}}