{"id":"W2105184188","doi":"10.18438/b80917","title":"Research Methods: Bibliometrics","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bibliometrics; Computer science; Library science; Information retrieval; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007714357,0.0001159601,0.000122359,0.006469659,0.0002922661,0.001517176,0.0009747479,0.0001113348,0.0001418653],"category_scores_gemma":[0.02370218,0.00007790796,0.00003876733,0.02159095,0.0001246239,0.5816073,0.0005804819,0.0002879227,0.000392306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000233294,"about_ca_system_score_gemma":0.0003923716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003505757,"about_ca_topic_score_gemma":3.7071e-9,"domain_scores_codex":[0.9972361,0.0009239874,0.0005062387,0.0002348642,0.000759444,0.0003393033],"domain_scores_gemma":[0.9767272,0.02171544,0.0002528432,0.000741588,0.0003423777,0.0002205442],"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":[0.00004067335,0.00001912778,0.0001359049,0.00003577049,0.000003681536,0.000001144296,0.00005284471,0.000004254463,0.0000550431,0.5620713,0.005063678,0.4325166],"study_design_scores_gemma":[0.0002737555,0.0002768036,0.004363339,0.0001433845,0.000003659899,0.00001747303,0.0001169758,0.006659169,0.008417587,0.002437192,0.9771306,0.0001600528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002229261,0.0007510094,0.8657054,0.1171647,0.000214655,0.0002052114,0.000003407078,0.0002127775,0.01551991],"genre_scores_gemma":[0.03640189,0.009982955,0.8876379,0.06534451,0.0001010442,0.00004036161,0.000004239605,0.000008892405,0.0004782262],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9720669,"threshold_uncertainty_score":0.9995193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011770236902733,"score_gpt":0.4167423884771747,"score_spread":0.3155653647869013,"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."}}