{"id":"W2913986028","doi":"10.22230/src.2019v10n1a339","title":"Special Issue: Altmetrics","year":2019,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Altmetrics; Computer science; World Wide Web; Internet privacy; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003012007,0.00005137932,0.00007334845,0.0003427151,0.0003502362,0.001761313,0.001441921,0.00005910683,0.0001554998],"category_scores_gemma":[0.0005991164,0.00004654482,0.00001692654,0.001328651,0.00007798021,0.002886115,0.001049119,0.0005050619,0.0008455086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003204996,"about_ca_system_score_gemma":0.00006843981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002531677,"about_ca_topic_score_gemma":0.000008489786,"domain_scores_codex":[0.9983984,0.0004654003,0.000133531,0.000195606,0.0006205076,0.0001865707],"domain_scores_gemma":[0.9978908,0.0002487988,0.00003481305,0.00116936,0.0005616323,0.00009459462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006071385,0.0001130565,0.004104103,0.00002567943,0.00001276147,0.000001273968,0.0009805341,0.000003214476,0.0002572068,0.6927504,0.08803744,0.2137083],"study_design_scores_gemma":[0.0002488748,0.00006600159,0.007130714,0.00002222646,0.000001078625,0.000002376068,0.000167076,0.008270264,0.0001771805,0.006966318,0.9768627,0.00008513792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03669547,0.004581649,0.07058485,0.04544634,0.001516558,0.001489412,0.00002102491,0.0004297349,0.8392349],"genre_scores_gemma":[0.9038495,0.01209528,0.0429722,0.001571165,0.001855125,0.00002240863,0.0001387495,0.00002907414,0.03746652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8888253,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0897808304484677,"score_gpt":0.4134593375228257,"score_spread":0.323678507074358,"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."}}