{"id":"W3212099910","doi":"","title":"Analysis of Social Network Data, Possible \"Show and Tell\" Projects","year":2010,"lang":"en","type":"article","venue":"TRAILS: Teaching Resources and Innovations Library for Sociology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Social network analysis; Social network (sociolinguistics); Class (philosophy); Computer science; Data science; World Wide Web; Artificial intelligence; History; 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":[],"consensus_categories":[],"category_scores_codex":[0.00573537,0.0007183466,0.0003341582,0.005085868,0.001587848,0.002514221,0.0007272858,0.000522187,0.09326999],"category_scores_gemma":[0.03614252,0.0005105014,0.0005402363,0.004690365,0.0003617728,0.00273778,0.002341219,0.0009743715,0.01740992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051152,"about_ca_system_score_gemma":0.001701442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003313772,"about_ca_topic_score_gemma":0.008490914,"domain_scores_codex":[0.9971209,0.001303755,0.0002321457,0.0003037431,0.0008839626,0.0001554152],"domain_scores_gemma":[0.9847828,0.008204917,0.0009440547,0.003607089,0.001594105,0.0008669815],"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":[0.0006254095,0.0007039438,0.02094416,0.001116414,0.000193412,0.0003583802,0.004637492,0.003387054,0.005220526,0.01818406,0.5728137,0.3718153],"study_design_scores_gemma":[0.0003404022,0.0005322144,0.08247858,0.0005218851,0.0001664678,0.0005346232,0.0114512,0.07217227,0.01862327,0.05325171,0.7596525,0.0002748023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.08840711,0.000277271,0.3364936,0.004401383,0.0009755748,0.005203858,0.4186237,0.06060386,0.08501356],"genre_scores_gemma":[0.2358889,0.0005076595,0.4954466,0.0003336368,0.0002630778,0.009177621,0.173235,0.009618917,0.07552872],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09326999,"threshold_uncertainty_score":0.3120192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892684233104884,"score_gpt":0.3380729557153344,"score_spread":0.2991461133842855,"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."}}