{"id":"W2327837586","doi":"10.1177/1558689815570092","title":"Investigator Triangulation","year":2015,"lang":"en","type":"article","venue":"Journal of Mixed Methods Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":350,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Child Health Clinician Scientist Program","keywords":"Triangulation; Computer science; Diversity (politics); Inclusion (mineral); Multimethodology; Psychology; Data science; Management science; Sociology; Mathematics education; Social psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.3385541,0.002195604,0.003884218,0.01225593,0.009589333,0.01071352,0.006151164,0.006041457,0.01622317],"category_scores_gemma":[0.4906279,0.002574944,0.00404726,0.01159037,0.00729312,0.01294213,0.02381181,0.006764947,0.005603127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01014865,"about_ca_system_score_gemma":0.03681715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581963,"about_ca_topic_score_gemma":0.004204567,"domain_scores_codex":[0.4464306,0.4150237,0.05468911,0.0309554,0.04590141,0.006999711],"domain_scores_gemma":[0.5343874,0.2012029,0.0436279,0.08726741,0.1286782,0.004836206],"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":[0.001758657,0.0003239978,0.02409116,0.0186915,0.0008403276,0.001625787,0.2945827,0.001428556,0.002342341,0.1963388,0.05327597,0.4047002],"study_design_scores_gemma":[0.001192758,0.001136626,0.006134386,0.03005568,0.0009417169,0.0023849,0.1266008,0.004211306,0.006122136,0.2266942,0.5940788,0.0004467291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06994676,0.01660567,0.6620029,0.03513479,0.009360545,0.09125567,0.004150779,0.001205275,0.1103376],"genre_scores_gemma":[0.3421758,0.008535147,0.4608828,0.02223153,0.001978658,0.1218062,0.003441211,0.000962705,0.03798587],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6614459,"threshold_uncertainty_score":0.8156806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9815558471693605,"score_gpt":0.8821782406828093,"score_spread":0.09937760648655125,"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."}}