{"id":"W2245256784","doi":"10.1145/2830719.2830735","title":"Report on the First International i* Teaching Workshop (iStarT)","year":2015,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Variety (cybernetics); Computer science; Engineering management; Engineering ethics; Software engineering; Engineering; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001187607,0.0002895168,0.000187097,0.0001590195,0.0001621233,0.0003987945,0.002454418,0.0001153995,0.00001545577],"category_scores_gemma":[0.2456817,0.0002288771,0.0001013079,0.0002741187,0.00002184159,0.0006640283,0.0007043806,0.0006600845,0.0000618365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318888,"about_ca_system_score_gemma":0.00005542451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003531525,"about_ca_topic_score_gemma":0.000002570168,"domain_scores_codex":[0.9982597,0.00002954857,0.0003211398,0.0004676001,0.0005614669,0.0003605231],"domain_scores_gemma":[0.9523475,0.04531107,0.0001546942,0.00187414,0.0001357428,0.0001768783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009538977,0.0005923209,0.413591,0.0001720864,0.0006506556,0.002838529,0.006345954,0.1078561,0.0001705437,0.1514823,0.2465283,0.06967677],"study_design_scores_gemma":[0.0003909171,0.0001640888,0.02188621,0.0003464862,0.00002375786,0.0006045192,0.00002689102,0.01120871,0.001528253,0.001054822,0.9616901,0.001075203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02363031,0.0002097129,0.9539336,0.01462381,0.002844363,0.0002379686,0.000004966,0.00441645,0.00009879969],"genre_scores_gemma":[0.7249453,0.000008274202,0.2738427,0.0006051366,0.0003608503,0.0000632514,0.0000107423,0.00004181032,0.0001219535],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7151618,"threshold_uncertainty_score":0.9333336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03962834162057387,"score_gpt":0.2777404354737007,"score_spread":0.2381120938531268,"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."}}