{"id":"W4409799289","doi":"10.63485/7xy1h-vq589","title":"Social Science Research Network","year":2004,"lang":"en","type":"preprint","venue":"","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social network (sociolinguistics); Social network analysis; Data science; Sociology; Computer science; Social science; World Wide Web; Social capital; Social media","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":["insufficient_payload"],"category_scores_codex":[0.004049481,0.00147373,0.002032344,0.006497054,0.001761493,0.006160356,0.002045634,0.003447655,0.621379],"category_scores_gemma":[0.03280219,0.0005680329,0.0006056227,0.01136321,0.0006284344,0.003275069,0.003672914,0.003214917,0.6054995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247669,"about_ca_system_score_gemma":0.00704281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005362083,"about_ca_topic_score_gemma":0.005956502,"domain_scores_codex":[0.9946832,0.001071294,0.0004936757,0.001326869,0.002030701,0.0003942573],"domain_scores_gemma":[0.9824492,0.004623613,0.001381703,0.002201644,0.006685981,0.00265779],"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":[0.00002662524,0.00001223388,0.000365836,0.0002167642,0.00001056121,0.00002151841,0.00003858971,0.00002250416,0.00005076162,0.004116524,0.93745,0.05766809],"study_design_scores_gemma":[0.00001410204,0.000006372361,0.0004505999,0.0002487021,0.000006299575,0.00002704053,0.00002780911,0.00004674583,0.00001899984,0.002106169,0.997041,0.000006069473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000592188,0.01029818,0.002086857,0.02609536,0.003049804,0.0005104938,0.1147195,0.002582832,0.8400648],"genre_scores_gemma":[0.007812619,0.02491925,0.004823759,0.008483434,0.002311633,0.002096611,0.1447503,0.002074803,0.8027276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.378621,"threshold_uncertainty_score":0.5400568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4915169120547916,"score_gpt":0.651620065675931,"score_spread":0.1601031536211394,"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."}}