{"id":"W2063984812","doi":"10.1145/1363686.1364176","title":"CAT","year":2008,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[0.00004447263,0.0000134965,0.00002316117,0.000006495067,0.0002854438,0.000007060821,0.00006139768,0.00001444271,0.001656905],"category_scores_gemma":[0.00002302424,0.00001044172,0.00001237167,0.00004051605,0.00007628503,0.00005090133,0.000005577392,0.00000984904,0.0003546911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007482216,"about_ca_system_score_gemma":0.00003786058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005786344,"about_ca_topic_score_gemma":0.002206085,"domain_scores_codex":[0.9997767,0.00001202981,0.00002330943,0.0000347857,0.00007820968,0.00007497121],"domain_scores_gemma":[0.9999027,0.00001571076,0.000005170613,0.00002970258,0.00001383407,0.00003283757],"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":[0.000004695526,0.00004277044,0.1249692,7.535499e-7,0.000009107305,0.0000307785,0.01218837,0.000001341137,0.00003807108,0.7673358,0.05810819,0.03727093],"study_design_scores_gemma":[0.0001532876,0.000005644605,0.0356705,5.015831e-7,0.000001854619,0.000001164433,0.001111502,0.00001895904,0.0000387583,0.003994377,0.9589348,0.00006860292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1349078,0.00001885215,0.0001058572,0.001576185,0.00006859133,0.0000208393,9.185737e-8,0.00004845642,0.8632533],"genre_scores_gemma":[0.9543714,0.00003369486,0.0001336375,0.0003195128,0.0001248354,0.000001362216,1.057343e-7,8.519282e-7,0.04501461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9008266,"threshold_uncertainty_score":0.9992557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451368073462672,"score_gpt":0.311536794550653,"score_spread":0.2663999872043858,"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."}}