{"id":"W7139390546","doi":"","title":"Proceedings of International Conference on Advances in Social Network Analysis and Mining:Asonam 2010, Odense Denmark","year":2010,"lang":"en","type":"book","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social network analysis; Network analysis; Social network (sociolinguistics); Danish","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":[0.003613166,0.001287754,0.002321601,0.001515916,0.0007714531,0.003752469,0.001481758,0.001101291,0.04243697],"category_scores_gemma":[0.004357201,0.0005322237,0.0008757405,0.00203596,0.0006262903,0.003023893,0.002054515,0.001541305,0.01890332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339365,"about_ca_system_score_gemma":0.00352646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00868182,"about_ca_topic_score_gemma":0.01469401,"domain_scores_codex":[0.9986516,0.0003750774,0.00007746828,0.0003161883,0.0004726506,0.0001071053],"domain_scores_gemma":[0.9979749,0.0006615627,0.00005020434,0.0003619416,0.0006534746,0.0002978953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002342672,0.0002146178,0.0004955781,0.0004925534,0.00006785721,0.00009212769,0.0001610377,0.003127589,0.001882981,0.006630215,0.5097994,0.4768018],"study_design_scores_gemma":[0.00007388955,0.0001654756,0.004886941,0.0004912002,0.0001277367,0.0003684866,0.0003359032,0.02483922,0.003365562,0.01836192,0.9469357,0.00004789326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03619757,0.1442546,0.4812874,0.02349972,0.06245195,0.001061885,0.0250703,0.01292155,0.2132551],"genre_scores_gemma":[0.05355485,0.04921278,0.2306282,0.001611844,0.003841264,0.0006693079,0.03195383,0.002320457,0.6262075],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04243697,"threshold_uncertainty_score":0.1419659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289485270356822,"score_gpt":0.2653201514559894,"score_spread":0.2424252987524212,"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."}}