{"id":"W7099865944","doi":"","title":"Paper presented to 26th International Sunbelt Social Network Conference, Vancouver. ***DRAFT – PLEASE DO NOT QUOTE WITHOUT PERMISSION OF AUTHORS***","year":2006,"lang":"en","type":"article","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperlink; Theme (computing); Social network (sociolinguistics); The Internet; Key (lock); Permission; Work (physics); Focus (optics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002431803,0.0007531669,0.0009353114,0.002309241,0.003274361,0.005019647,0.001060084,0.001193606,0.2063345],"category_scores_gemma":[0.003309504,0.000311747,0.0003393921,0.002709268,0.0008073671,0.001983858,0.001827791,0.001633308,0.04079353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003888176,"about_ca_system_score_gemma":0.004079176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08610086,"about_ca_topic_score_gemma":0.2773966,"domain_scores_codex":[0.9989887,0.0001487789,0.00004097386,0.0002001619,0.0004577571,0.0001635761],"domain_scores_gemma":[0.9967386,0.0004558714,0.00007180292,0.0001973183,0.001698012,0.0008383248],"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":[0.0000893215,0.00004764699,0.001110964,0.0001222688,0.00001444999,0.0001080406,0.0003386357,0.0001511947,0.0002237688,0.001563199,0.9424988,0.05373168],"study_design_scores_gemma":[0.00001559777,0.00001954921,0.008175299,0.0002286423,0.000008763384,0.00003352014,0.001219326,0.0004503941,0.0001740607,0.001176017,0.9884851,0.00001372321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03299893,0.03091909,0.009752912,0.1129794,0.07231825,0.001301669,0.04134246,0.001508054,0.6968793],"genre_scores_gemma":[0.02390567,0.005780486,0.002052237,0.0008916446,0.001811606,0.0001907449,0.01107707,0.0003325001,0.9539582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7936655,"threshold_uncertainty_score":0.6902575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119835163246037,"score_gpt":0.2847290425492291,"score_spread":0.2727455262246254,"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."}}