{"id":"W1491633279","doi":"10.18438/b8k32t","title":"Research Methods: Focus Groups","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Focus (optics); Computer science; 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005390332,0.000084313,0.0001437167,0.0003608667,0.0003686155,0.0004589814,0.0002038035,0.00008511485,0.000881176],"category_scores_gemma":[0.003804883,0.00009206161,0.00003373478,0.0006156284,0.00006236445,0.2558612,0.0001542696,0.0003836479,0.0007495128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002501085,"about_ca_system_score_gemma":0.00005735319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003922863,"about_ca_topic_score_gemma":3.386446e-8,"domain_scores_codex":[0.9987525,0.00037628,0.0004302847,0.00007805706,0.00007023678,0.0002926088],"domain_scores_gemma":[0.9962119,0.003117858,0.0002543349,0.0002269356,0.00003589689,0.0001530856],"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":[0.00005808302,0.00003794986,0.006501605,0.00002877514,0.00001251811,1.993592e-7,0.001729825,0.000001603468,0.000002309371,0.962496,0.003615567,0.02551559],"study_design_scores_gemma":[0.000166059,0.00005050475,0.04884642,0.00004197809,0.000003369653,0.000003791399,0.001861054,0.0003504727,0.0002416629,0.007097944,0.941186,0.0001507509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03703469,0.03100886,0.0687237,0.2386884,0.001263392,0.001004924,0.00005105714,0.0003526227,0.6218723],"genre_scores_gemma":[0.9227636,0.004582146,0.05131464,0.02055117,0.0001902368,0.00003611409,0.00003071694,0.00001283749,0.0005184776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.955398,"threshold_uncertainty_score":0.9648259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135996630172232,"score_gpt":0.3848083393482922,"score_spread":0.2488117091760602,"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."}}