{"id":"W1978958190","doi":"10.1145/2598784.2602788","title":"CAMBRIA","year":2014,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Graphics; Key (lock); Forcing (mathematics); Set (abstract data type); Software engineering; Software; Computer graphics; Human–computer interaction; Artificial intelligence; Programming language; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004646854,0.00002844106,0.00002998832,0.00001815505,0.00002545452,0.00003017013,0.0002345024,0.000008418333,0.00006756055],"category_scores_gemma":[0.00001461042,0.00002218981,0.00002011383,0.00004754621,0.000005158789,0.0002172914,0.00005349834,0.00002371526,0.000940729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004585162,"about_ca_system_score_gemma":0.000004360077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001547449,"about_ca_topic_score_gemma":0.000001325487,"domain_scores_codex":[0.9997372,0.00001382946,0.00003363206,0.00009136735,0.00004599314,0.00007797007],"domain_scores_gemma":[0.999754,0.00002542709,0.000009551648,0.0001603499,0.00002899477,0.00002167175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.408172e-7,0.000007679112,0.0001455392,5.165964e-7,0.000002468988,5.258656e-7,0.00008194412,8.269485e-7,0.02316963,0.9578428,0.01541501,0.003332464],"study_design_scores_gemma":[0.000551008,0.0002548893,0.0726264,0.00001068176,0.000003952025,0.00002728221,0.00009203993,0.1042,0.3695696,0.01425682,0.437972,0.0004353435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003221016,0.000001479357,0.6643584,0.0003888954,0.0001654176,0.000009863024,3.819964e-8,0.00001037805,0.3318445],"genre_scores_gemma":[0.9904253,2.698766e-7,0.003828418,0.002237417,0.00003037583,9.817074e-7,2.379667e-7,0.000001157176,0.003475814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9872043,"threshold_uncertainty_score":0.9998372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004329158957321129,"score_gpt":0.2098181511579018,"score_spread":0.2054889922005807,"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."}}