{"id":"W4246164610","doi":"10.18438/b8tk83","title":"Research Methods: Scoping Studies","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Library science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1108436,0.004199064,0.007778471,0.02616765,0.00394874,0.007439505,0.006691641,0.00693246,0.1128372],"category_scores_gemma":[0.3544357,0.002331386,0.00298683,0.02923884,0.003748895,0.008794492,0.005008069,0.004015389,0.02575516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006739663,"about_ca_system_score_gemma":0.03975887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004107211,"about_ca_topic_score_gemma":0.007195001,"domain_scores_codex":[0.902076,0.04255268,0.03573066,0.004026396,0.01450875,0.001105516],"domain_scores_gemma":[0.7364123,0.1189566,0.02793322,0.02743671,0.08641823,0.002842854],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001506355,0.0002603047,0.0009380257,0.6929368,0.001285182,0.0005092793,0.00156162,0.0003123076,0.001158345,0.006197666,0.1321067,0.1612275],"study_design_scores_gemma":[0.00125891,0.0004780482,0.001808457,0.7209938,0.002839575,0.0003495401,0.00132196,0.0003048356,0.001359032,0.007711876,0.2614855,0.00008855104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.005837935,0.3136896,0.04235531,0.02354266,0.02496023,0.415475,0.09234592,0.001154944,0.08063836],"genre_scores_gemma":[0.03720884,0.2572483,0.04724878,0.01099906,0.004735308,0.5879481,0.02183837,0.0009589331,0.03181436],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8891565,"threshold_uncertainty_score":0.5862038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4023264641787154,"score_gpt":0.6252839470508761,"score_spread":0.2229574828721607,"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."}}