{"id":"W2482803340","doi":"","title":"Automated Social Network Analysis for Collaborative Work 1","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction; Collaborative software; Work (physics); Computer-supported cooperative work; Software; World Wide Web; Software engineering; Multimedia; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002472286,0.0009511794,0.0008844896,0.00929888,0.001372045,0.00198405,0.001009627,0.0008036722,0.006031435],"category_scores_gemma":[0.0140384,0.0004333714,0.0009278945,0.004208016,0.0008661646,0.002191223,0.001455229,0.00110709,0.002035899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511367,"about_ca_system_score_gemma":0.001555435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007314509,"about_ca_topic_score_gemma":0.007472856,"domain_scores_codex":[0.9963904,0.002046039,0.0001540951,0.0005422389,0.0007629981,0.0001042413],"domain_scores_gemma":[0.990567,0.006246292,0.0009437458,0.001048926,0.0009735968,0.0002203486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000380397,0.0005769677,0.03269915,0.0009023033,0.0004675672,0.0004662336,0.001646776,0.145912,0.008812137,0.08066377,0.02302045,0.7044522],"study_design_scores_gemma":[0.00002090878,0.0000297686,0.005519103,0.00004407518,0.00002074761,0.0001171741,0.0002733588,0.9427804,0.001626507,0.04239987,0.007139755,0.00002841293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03637084,0.0005132098,0.9464494,0.0005616681,0.00006893034,0.0006486727,0.003362734,0.006971049,0.005053473],"genre_scores_gemma":[0.3133012,0.0002295328,0.6800007,0.00004253046,0.00007766672,0.0005441777,0.003742523,0.0001828458,0.001878771],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00929888,"threshold_uncertainty_score":0.02017713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447947119556286,"score_gpt":0.2647766298453972,"score_spread":0.2199819178897686,"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."}}