{"id":"W2129836136","doi":"10.1109/hicss.2007.88","title":"Articulation Work Supporting Information Infrastructure Design: Coordination, Categorization, and Assessment in Practice","year":2007,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Articulation (sociology); Categorization; Mediation; Interdependence; Knowledge management; Relevance (law); Work (physics); Computer science; Process (computing); General partnership; Process management; Sociology; Engineering; Business; Political science; 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":[0.1029329,0.001386344,0.001316128,0.01033279,0.01199428,0.02734687,0.005893379,0.007645657,0.006476554],"category_scores_gemma":[0.1207431,0.001810737,0.001469876,0.006777759,0.03577473,0.02717097,0.02647585,0.004312955,0.002166003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028351,"about_ca_system_score_gemma":0.02061494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004140982,"about_ca_topic_score_gemma":0.003214256,"domain_scores_codex":[0.870575,0.1011286,0.005827251,0.006940712,0.01155877,0.003969679],"domain_scores_gemma":[0.8839729,0.0765499,0.006435149,0.01915315,0.008522912,0.005365978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001608137,0.0003758113,0.005965909,0.0009489397,0.00005638376,0.0005458639,0.151417,0.005449024,0.002614454,0.5482657,0.003546746,0.2806533],"study_design_scores_gemma":[0.0001271886,0.0002906754,0.001910166,0.00177576,0.00005850535,0.0005893085,0.07054076,0.02327293,0.00337013,0.8040867,0.09379204,0.0001859007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0472973,0.001236095,0.8611753,0.01169133,0.0002080863,0.001112436,0.00003471242,0.0007675175,0.07647718],"genre_scores_gemma":[0.5411013,0.0005702346,0.452107,0.0003141334,0.00008102341,0.001017233,0.00006493499,0.0001689975,0.004575104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1029329,"threshold_uncertainty_score":0.5443677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109120555035754,"score_gpt":0.2992583650766791,"score_spread":0.2883463095731037,"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."}}