{"id":"W4250313673","doi":"10.1007/978-1-4614-6170-8_110016","title":"Exploratory Network Analysis","year":2014,"lang":"en","type":"book-chapter","venue":"","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":"Exploratory analysis; Computer science; Data science","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":[0.001480535,0.001285474,0.000592208,0.003671793,0.0007774234,0.002676821,0.001105365,0.0006366759,0.03559974],"category_scores_gemma":[0.005175849,0.0005282714,0.001067576,0.003163876,0.0006847754,0.003199504,0.002196084,0.001516222,0.0157656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007172877,"about_ca_system_score_gemma":0.0008850882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012469,"about_ca_topic_score_gemma":0.002442274,"domain_scores_codex":[0.9992073,0.0002234127,0.0000371545,0.0002126884,0.0002813459,0.00003808888],"domain_scores_gemma":[0.9977705,0.001282259,0.00008276051,0.0004342882,0.0003649048,0.00006524295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002568988,0.00004203346,0.0008894228,0.0004287597,0.0000879769,0.000121927,0.0005472337,0.01018392,0.002287545,0.2228108,0.1367012,0.6258735],"study_design_scores_gemma":[0.000008339176,0.00001988201,0.001377919,0.000293167,0.00005586042,0.0004046176,0.0004015255,0.05964683,0.003485912,0.4823698,0.4518953,0.00004088095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001972933,0.001401305,0.9214352,0.001189385,0.0003137107,0.0001931706,0.002140821,0.00269553,0.06865782],"genre_scores_gemma":[0.0447572,0.005369585,0.7798055,0.0006993514,0.0006504441,0.0007545637,0.007613875,0.002124997,0.1582244],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03559974,"threshold_uncertainty_score":0.119093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144257235826561,"score_gpt":0.2332256776579356,"score_spread":0.2187999540752795,"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."}}