{"id":"W1907153540","doi":"10.1109/agile.2006.12","title":"Agile 2006 Research Papers","year":2006,"lang":"it","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Agile software development; Novelty; Computer science; Process (computing); Agile Unified Process; Variety (cybernetics); Project management; Engineering management; Software engineering; Software development process; Engineering; Software; Software development; Systems 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01401533,0.001246684,0.001135021,0.007172174,0.003067077,0.01338492,0.002379364,0.002934487,0.1126825],"category_scores_gemma":[0.0420053,0.0006910758,0.001417698,0.008651421,0.0009377023,0.003446143,0.003601392,0.004133377,0.07953283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006481415,"about_ca_system_score_gemma":0.01271871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262663,"about_ca_topic_score_gemma":0.003878595,"domain_scores_codex":[0.9835312,0.002303855,0.001435591,0.001309566,0.01055719,0.0008626959],"domain_scores_gemma":[0.9526026,0.005862892,0.002068349,0.002706391,0.02760314,0.009156652],"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":[0.0000621058,0.00006237445,0.0002464563,0.0006161064,0.00001555962,0.0001412604,0.0001898847,0.0001720611,0.0004494478,0.006967716,0.8545105,0.1365665],"study_design_scores_gemma":[0.00001055961,0.00002311459,0.0002135398,0.0002805715,0.000004807225,0.00008012722,0.00008796293,0.00004062799,0.0001844935,0.0008385589,0.9982291,0.000006576515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004759766,0.08786217,0.02058657,0.0886113,0.2915379,0.001784746,0.01194203,0.002063245,0.4908522],"genre_scores_gemma":[0.01669551,0.05938167,0.01885804,0.01681135,0.02628178,0.001283581,0.01921646,0.001713238,0.8397583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1126825,"threshold_uncertainty_score":0.3769605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207220271399343,"score_gpt":0.3288593743607675,"score_spread":0.2867871716467741,"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."}}