{"id":"W2157129284","doi":"10.1145/1082983.1083000","title":"Human and social factors of software engineering","year":2005,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Social software engineering; Software development; Personal software process; Software Engineering Process Group; Agile software development; Software engineering; Software requirements; Software peer review; Software construction; Computer science; Software development process; Software; Engineering; Engineering management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006700692,0.0004445632,0.000417853,0.002804808,0.002196157,0.005169567,0.0004177633,0.001290807,0.005473262],"category_scores_gemma":[0.02434335,0.0002178843,0.0003863104,0.002255351,0.008867336,0.00263082,0.002758865,0.001490332,0.000491904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099186,"about_ca_system_score_gemma":0.00326209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006869309,"about_ca_topic_score_gemma":0.005191781,"domain_scores_codex":[0.9842018,0.01054011,0.0003581711,0.0007078082,0.003300389,0.0008917443],"domain_scores_gemma":[0.9449324,0.04290633,0.003580528,0.001519016,0.003394041,0.003667755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001823669,0.0005540977,0.1198661,0.0009560907,0.0003620758,0.00116979,0.06892184,0.007363941,0.001755592,0.595813,0.01696729,0.1860878],"study_design_scores_gemma":[0.00006030077,0.0004359706,0.1648944,0.0008865048,0.0001146221,0.0007754171,0.03962791,0.005598263,0.0007285335,0.5337144,0.2529536,0.0002100697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4214866,0.02212695,0.05187232,0.04062803,0.0008651005,0.0005155342,0.0004014245,0.0002515073,0.4618525],"genre_scores_gemma":[0.9896237,0.002700144,0.002540423,0.0008491004,0.0002235312,0.00008288493,0.00002881741,0.00003377618,0.003917601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9978039,"threshold_uncertainty_score":0.03543711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028920115824682,"score_gpt":0.2537477036018044,"score_spread":0.2334585024435576,"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."}}