{"id":"W1980180555","doi":"10.1145/1643823.1643875","title":"An environment for building, exploring and querying academic social networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Data science; Field (mathematics); Process (computing); Set (abstract data type); Social network analysis; Social network (sociolinguistics); Citation; Computational sociology; Scale (ratio); Maturity (psychological); Complex network; Knowledge management; World Wide Web; Social media; Psychology","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004727559,0.001886088,0.001791456,0.006884296,0.00211928,0.006079744,0.00317344,0.002235743,0.0118599],"category_scores_gemma":[0.01723075,0.001870657,0.002078081,0.009845133,0.001064218,0.01132181,0.006904312,0.002136024,0.007305876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099816,"about_ca_system_score_gemma":0.001918173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552592,"about_ca_topic_score_gemma":0.009154066,"domain_scores_codex":[0.9961447,0.0009396432,0.0005266605,0.0007899707,0.001446752,0.0001523337],"domain_scores_gemma":[0.9918191,0.003913649,0.0006733995,0.002373961,0.0006457826,0.0005740668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00163925,0.0006519019,0.01586462,0.004305952,0.000940993,0.001888739,0.006134814,0.03693564,0.01672584,0.09990122,0.3327576,0.4822535],"study_design_scores_gemma":[0.0005645763,0.0002160374,0.009403523,0.0005149814,0.0002685544,0.001139623,0.001169689,0.2568729,0.01011891,0.1815649,0.5377167,0.0004494977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.009161659,0.0008671086,0.6097484,0.001008317,0.0001867619,0.0009581244,0.04397225,0.3250041,0.009093301],"genre_scores_gemma":[0.07043893,0.001597603,0.8256804,0.0004931297,0.0001547939,0.002142464,0.08373678,0.009903723,0.005852187],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9931157,"threshold_uncertainty_score":0.0396753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197986674602465,"score_gpt":0.3108631498525957,"score_spread":0.268883283106571,"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."}}