{"id":"W2048829998","doi":"10.1145/1923947.1923949","title":"The evolution of the CASCON community","year":2010,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"IBM; Social network analysis; Realm; Computer science; Context (archaeology); Social network (sociolinguistics); Focus (optics); Order (exchange); Problem statement; Data science; Collaborative network; Statement (logic); World Wide Web; Knowledge management; Management science; Political science; Engineering; Social media; Business","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":[0.005498956,0.000241084,0.0002394069,0.005551344,0.005231531,0.005297455,0.001215353,0.001218536,0.007065906],"category_scores_gemma":[0.02649129,0.0003073238,0.0003476526,0.003221094,0.00452584,0.005333169,0.005047703,0.000936211,0.0007089542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312037,"about_ca_system_score_gemma":0.003487306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007914896,"about_ca_topic_score_gemma":0.01213218,"domain_scores_codex":[0.996401,0.001440957,0.0001042607,0.0006688022,0.001000249,0.0003847623],"domain_scores_gemma":[0.9720273,0.01019872,0.002852143,0.003431601,0.006407208,0.00508304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003077356,0.0002021638,0.1004847,0.0002474235,0.00006789555,0.00207148,0.09253886,0.003047163,0.005313852,0.5946496,0.01488037,0.1861888],"study_design_scores_gemma":[0.00009300088,0.0003534299,0.1135284,0.0003481925,0.00008138375,0.003123113,0.0667432,0.03037991,0.002675993,0.2628458,0.5196236,0.0002040171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7426879,0.001135463,0.05216406,0.006817922,0.0002982529,0.0003529796,0.0004220099,0.0005017191,0.1956197],"genre_scores_gemma":[0.9732094,0.0002360461,0.01166544,0.0002125656,0.00007163591,0.00009095789,0.000240586,0.00008520575,0.0141883],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007914896,"threshold_uncertainty_score":0.02908164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702988893879596,"score_gpt":0.2142308362773088,"score_spread":0.1972009473385129,"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."}}