{"id":"W2006292554","doi":"10.1109/mprv.2014.47","title":"Fabricating Bendy: Design and Development of Deformable Prototypes","year":2014,"lang":"en","type":"article","venue":"IEEE Pervasive Computing","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Leverage (statistics); Process (computing); Fabrication; Set (abstract data type); User interface; Human–computer interaction; Artificial intelligence","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":[0.0004532212,0.0001324241,0.0001865358,0.00008235905,0.0002477737,0.00005651714,0.0003799884,0.00003192576,0.000002552862],"category_scores_gemma":[0.00008180733,0.0001205732,0.00003288899,0.0001385088,0.00003554544,0.0003055925,0.0001842945,0.0001011269,0.00001972408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003181926,"about_ca_system_score_gemma":0.00009585983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001060878,"about_ca_topic_score_gemma":9.378711e-7,"domain_scores_codex":[0.9989197,0.00009188431,0.0002807106,0.0002885683,0.0001566222,0.0002625759],"domain_scores_gemma":[0.9990421,0.0002739848,0.0002010099,0.0001952133,0.0002317613,0.00005596048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004657646,0.0001623069,0.006118832,0.0003887863,0.0001969937,0.000008137892,0.05240222,0.009979166,0.4402317,0.01929154,0.0003937514,0.4707799],"study_design_scores_gemma":[0.0002990166,0.0001356496,0.004299884,0.0001576856,0.000005331486,0.00002133727,0.0003323217,0.4293164,0.5640211,0.0003972838,0.0007696109,0.0002444375],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1055365,0.00003619753,0.8929492,0.0000411507,0.0001452752,0.0002549952,1.861424e-7,0.00001943036,0.001017073],"genre_scores_gemma":[0.7480295,0.000001014024,0.2517865,0.0001239312,0.00003237008,0.000008194144,6.425997e-7,0.000006109286,0.00001173081],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6424929,"threshold_uncertainty_score":0.4916831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806864231039595,"score_gpt":0.2591964577705508,"score_spread":0.2311278154601548,"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."}}