{"id":"W2396596466","doi":"10.1145/2858036.2858354","title":"DefSense","year":2016,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Computer science; Flexibility (engineering); Routing (electronic design automation); Set (abstract data type); Fidelity; Piezoresistive effect; Embedded system; Electrical engineering; Engineering","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":[0.000253501,0.001179472,0.0004911904,0.0007264612,0.0005488537,0.001361237,0.001222149,0.0009844993,0.03979992],"category_scores_gemma":[0.0008992352,0.0003958632,0.0006280138,0.0004728056,0.0005171401,0.00133139,0.001721461,0.0008460134,0.01101761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055956,"about_ca_system_score_gemma":0.0004640839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132889,"about_ca_topic_score_gemma":0.002551054,"domain_scores_codex":[0.9996468,0.00003368524,0.00001595324,0.0001103175,0.000157592,0.00003573008],"domain_scores_gemma":[0.9998253,0.0000401445,0.00001705102,0.00005576132,0.00004903418,0.00001275847],"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":[0.0002716714,0.00009215242,0.001290715,0.0005064303,0.00006221025,0.0002862662,0.0002176739,0.094423,0.04274896,0.06671517,0.05363004,0.7397556],"study_design_scores_gemma":[0.00006948412,0.0001227077,0.0006541598,0.00007635765,0.00001922796,0.0004099329,0.0001153545,0.7147463,0.02942217,0.03938181,0.2149379,0.00004463159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0062258,0.0003704984,0.9556839,0.0002427594,0.0001560856,0.00009141122,0.0007131548,0.007276951,0.02923945],"genre_scores_gemma":[0.1219012,0.0004283906,0.8367249,0.0004201112,0.00006214476,0.0002588225,0.003557498,0.003067578,0.03357938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03979992,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007917628204890352,"score_gpt":0.2216432338285738,"score_spread":0.2137256056236835,"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."}}