{"id":"W2077736071","doi":"10.1002/meet.2011.14504801331","title":"Exploring connections of the biblioblogosphere","year":2011,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Blogosphere; Sample (material); Subject (documents); World Wide Web; Scholarly communication; Sociology; Political science; Computer science; The Internet; Publishing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486772,0.00005348175,0.00009631159,0.0001925395,0.0003138166,0.0000474284,0.00158039,0.00001961171,5.472265e-7],"category_scores_gemma":[0.00009174504,0.00003123343,0.00007300339,0.007905511,0.001550635,0.004955008,0.0005818606,0.00006797068,3.937906e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015401,"about_ca_system_score_gemma":0.00008183544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003545778,"about_ca_topic_score_gemma":6.510934e-7,"domain_scores_codex":[0.9993564,8.20233e-7,0.0001811761,0.0000952675,0.0002116248,0.0001546967],"domain_scores_gemma":[0.9988352,0.000017149,0.0004478849,0.0001578115,0.0005218553,0.00002009416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004613086,0.00002056104,0.02297395,0.00007495863,0.00001907055,2.002454e-9,0.008499157,0.000001175489,0.01140801,0.9046178,0.0007768003,0.05160388],"study_design_scores_gemma":[0.0004770232,0.0005110166,0.1411346,0.00008919416,0.00003106036,0.00002555087,0.0594315,0.007204917,0.7246513,0.03896243,0.02717333,0.0003080374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929435,0.00001099187,0.0006616864,0.00331837,0.00009148054,0.0001777924,0.00000195285,0.00006675556,0.002727463],"genre_scores_gemma":[0.9852819,0.00005280044,0.01420587,0.0004171996,0.000004092522,0.00003014276,2.866752e-8,0.000001303084,0.000006636832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8656554,"threshold_uncertainty_score":0.5713378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478990593103838,"score_gpt":0.2279499670484226,"score_spread":0.1831600611173843,"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."}}