{"id":"W2512623009","doi":"","title":"Referral Marketing Campaigns: 'Slashdotting' Digital Library Resources","year":2007,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Information literacy; Service (business); The Internet; Collection development; World Wide Web; Digital library; Digital reference; Computer science; Library instruction; Multimedia; Business; Marketing; Art","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00997235,0.0005638575,0.0005909664,0.003395147,0.008161442,0.01100399,0.001960143,0.006344856,0.07104065],"category_scores_gemma":[0.02543734,0.0004719072,0.0004725544,0.00274453,0.00514335,0.01288887,0.007197331,0.003562557,0.01155369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003994687,"about_ca_system_score_gemma":0.006164319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134211,"about_ca_topic_score_gemma":0.01566055,"domain_scores_codex":[0.9907113,0.004562032,0.0002903537,0.0007164255,0.002322235,0.001397588],"domain_scores_gemma":[0.9805908,0.00966363,0.001443131,0.001361148,0.002184191,0.004757129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001622759,0.001153584,0.00502373,0.000643812,0.00002299102,0.0004791386,0.01850767,0.0001240852,0.001731634,0.04481156,0.4099239,0.5174155],"study_design_scores_gemma":[0.0001615509,0.0005382432,0.01569479,0.0009032664,0.00005255394,0.0005429981,0.03205036,0.001027901,0.001671947,0.02806333,0.9192,0.00009314001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.117952,0.003951574,0.009734318,0.2679556,0.004698931,0.0009487431,0.0001931601,0.002989364,0.5915762],"genre_scores_gemma":[0.6780198,0.004058879,0.01011139,0.09103454,0.003341033,0.0005657176,0.000244359,0.0007804186,0.2118438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.988996,"threshold_uncertainty_score":0.2376547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005708813757741789,"score_gpt":0.1945675239477798,"score_spread":0.188858710190038,"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."}}