{"id":"W4249542458","doi":"10.1108/9781786354495","title":"Extreme Teaming","year":2017,"lang":"en","type":"book","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","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":[],"consensus_categories":[],"category_scores_codex":[0.0001924617,0.0001589144,0.0001575889,0.00007813305,0.00009539673,0.0003869658,0.001857001,0.0001780902,0.00006852614],"category_scores_gemma":[0.00008204726,0.0001421173,0.00006865385,0.00001382149,0.00001536964,0.0004799376,0.000432444,0.0002760823,0.0001674662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004837893,"about_ca_system_score_gemma":0.0001415718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001119189,"about_ca_topic_score_gemma":0.000001629438,"domain_scores_codex":[0.9992793,0.000006547438,0.0001078131,0.0002861317,0.0001749094,0.0001453607],"domain_scores_gemma":[0.9983188,0.0001502279,0.0001466069,0.001303968,0.00003287132,0.00004750715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[2.954979e-7,0.00000414647,0.000002537426,0.00002826488,0.00001800095,0.00005071603,0.00002747412,0.000001667731,0.000002427641,0.2503949,0.5992222,0.1502474],"study_design_scores_gemma":[0.00001895402,0.00001557814,0.000007611816,0.00006607111,0.000004493276,0.00001871541,8.281685e-8,0.001011601,0.00002620775,0.02280296,0.9758313,0.0001963688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.933055e-8,0.0002016842,0.4879013,0.0001067771,0.0003031383,0.00003929964,4.203665e-7,0.0008268745,0.5106204],"genre_scores_gemma":[0.00001347763,0.00006998191,0.2474161,0.00007169604,0.0001705452,0.000004972348,0.000002115507,0.00001379919,0.7522373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3766091,"threshold_uncertainty_score":0.5795375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897703783341923,"score_gpt":0.2699650619119042,"score_spread":0.220988024078485,"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."}}