{"id":"W2110495664","doi":"10.1109/tsmca.2008.2007948","title":"Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Astrolabe; Computer science; Data 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002661704,0.0004527988,0.001515976,0.001172723,0.001474061,0.0003610064,0.0002990734,0.0002749188,0.00007857602],"category_scores_gemma":[0.0001049154,0.0003508967,0.0004001042,0.002375994,0.0005558655,0.0002334488,0.00000778688,0.000436474,0.00007756353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008591601,"about_ca_system_score_gemma":0.00007212137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331697,"about_ca_topic_score_gemma":0.002767986,"domain_scores_codex":[0.9934154,0.00239968,0.00138424,0.001188916,0.001137441,0.0004742799],"domain_scores_gemma":[0.9956955,0.001580789,0.0006985593,0.0008317422,0.0008103005,0.0003831115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002297927,0.002642858,0.08144873,0.0002283242,0.03041672,0.0004515124,0.2148744,0.6071904,0.001222332,0.03321739,0.008455342,0.01755407],"study_design_scores_gemma":[0.01056323,0.00379363,0.1104,0.0003581921,0.01351956,0.0005517326,0.2634572,0.4258417,0.0003842864,0.001543009,0.1655074,0.00407996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4420381,0.00303176,0.5504971,0.0001213304,0.001114353,0.0008026846,0.0005954231,0.00009214311,0.0017071],"genre_scores_gemma":[0.9853787,0.002627261,0.0005127075,0.0000248427,0.0001390957,0.0001510397,0.000006516843,0.00002651857,0.01113335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5499844,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07897758855489745,"score_gpt":0.3379083458304528,"score_spread":0.2589307572755554,"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."}}