{"id":"W2115799506","doi":"10.1109/eknow.2009.30","title":"Exploring Knowledge Flow in Software Project Development","year":2009,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Software engineering; Software project management; Capstone; Software development; Knowledge flow; Knowledge management; Software; Engineering management; Perspective (graphical); Cognition; Engineering; Software construction; Artificial intelligence; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009305915,0.0003083766,0.0002538563,0.004584693,0.001621815,0.00357399,0.0005511603,0.0009167359,0.001172944],"category_scores_gemma":[0.04312412,0.0004250928,0.0003964153,0.00210046,0.002095297,0.008197123,0.002569773,0.0007714439,0.0001042492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512294,"about_ca_system_score_gemma":0.002418754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046432,"about_ca_topic_score_gemma":0.002448133,"domain_scores_codex":[0.9934922,0.004901146,0.0002089976,0.0003007425,0.0007627912,0.0003340975],"domain_scores_gemma":[0.9599646,0.03542694,0.002106513,0.0006897069,0.001212418,0.0005998001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006980774,0.00131787,0.2456006,0.0005794207,0.0001528093,0.001040753,0.1367497,0.02689158,0.00458004,0.1328512,0.0007436305,0.4487944],"study_design_scores_gemma":[0.000176787,0.0009319726,0.1980725,0.0007770836,0.000171442,0.000946553,0.0899646,0.2574455,0.007215834,0.4266711,0.01740537,0.0002212488],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066676,0.0003274899,0.08503882,0.000525825,0.000006997146,0.0001547507,0.00004361895,0.00006629343,0.007168538],"genre_scores_gemma":[0.9899434,0.0001182943,0.009508369,0.00001526548,0.000003143349,0.0000665215,0.00003690775,0.000007810097,0.0003002701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009305915,"threshold_uncertainty_score":0.04921496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2598916172693485,"score_gpt":0.3569954966852326,"score_spread":0.09710387941588411,"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."}}