{"id":"W1779866227","doi":"10.18438/b8ww3x","title":"Research Methods: Triangulation","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Triangulation; Computer science; Information retrieval; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.235897,0.003228185,0.007025025,0.02186522,0.005423012,0.006635855,0.007748451,0.005876312,0.08559464],"category_scores_gemma":[0.5685504,0.003580855,0.003677061,0.02530487,0.005630671,0.007430288,0.007929291,0.004871673,0.02122166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008486117,"about_ca_system_score_gemma":0.03287686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006082893,"about_ca_topic_score_gemma":0.00913666,"domain_scores_codex":[0.6609761,0.2186374,0.06244979,0.01441071,0.04109361,0.00243245],"domain_scores_gemma":[0.5709299,0.2057458,0.02845692,0.09050321,0.101889,0.002475242],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003123279,0.0004658914,0.003958353,0.2993565,0.002104835,0.0006952594,0.01314523,0.001172859,0.001474607,0.05234097,0.2108313,0.411331],"study_design_scores_gemma":[0.008865004,0.001402515,0.006773784,0.3137147,0.005371117,0.0009116805,0.01318516,0.002541817,0.004183548,0.09829565,0.5442417,0.0005133539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.009525894,0.06422146,0.2227075,0.01853201,0.01528358,0.5265608,0.05812011,0.001133846,0.08391483],"genre_scores_gemma":[0.05344163,0.02155049,0.1708031,0.007324718,0.0009844494,0.7219418,0.007864423,0.0007069393,0.01538245],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7641029,"threshold_uncertainty_score":0.942275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06874072354947192,"score_gpt":0.4074737545774705,"score_spread":0.3387330310279986,"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."}}