{"id":"W2781728735","doi":"10.1109/ms.2017.4541027","title":"Software Bots","year":2017,"lang":"en","type":"article","venue":"IEEE Software","topic":"AI in Service Interactions","field":"Computer Science","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Software development; Social software engineering; Computer science; Software engineering; Software peer review; Software; Personal software process; Software construction; World Wide Web; Operating system","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":[0.002775534,0.0009958579,0.0006167106,0.002115126,0.003375738,0.002963395,0.001375673,0.002958546,0.01256268],"category_scores_gemma":[0.01193282,0.0005700296,0.0009366517,0.001121995,0.002570801,0.006045375,0.003651494,0.002594452,0.006194279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934068,"about_ca_system_score_gemma":0.001622022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426864,"about_ca_topic_score_gemma":0.003907807,"domain_scores_codex":[0.9962634,0.0009564966,0.0001566386,0.000569156,0.001538126,0.000516178],"domain_scores_gemma":[0.9904203,0.003500296,0.001208077,0.002063428,0.002021479,0.0007864936],"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":[0.0003723094,0.0005973594,0.02171942,0.001555971,0.0002533228,0.003617923,0.01048254,0.008732562,0.03534023,0.4294018,0.1456293,0.3422973],"study_design_scores_gemma":[0.0000851573,0.0004502549,0.008528759,0.0007480137,0.0001496971,0.005638144,0.002971566,0.04163256,0.01089746,0.1136053,0.8151637,0.0001293546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1526231,0.004211084,0.3804609,0.0169924,0.001860755,0.001601272,0.0009713992,0.01451997,0.4267592],"genre_scores_gemma":[0.7647372,0.002966403,0.07293964,0.009674049,0.0004230396,0.0006851755,0.001137396,0.001266304,0.1461708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01256268,"threshold_uncertainty_score":0.0420264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829551490794084,"score_gpt":0.2978867624743128,"score_spread":0.269591247566372,"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."}}