{"id":"W2070846952","doi":"10.1109/hicss.2010.317","title":"Research 2.0: A Framework for Qualitative and Quantitative Research in Web 2.0 Environments","year":2010,"lang":"en","type":"article","venue":"","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Domain (mathematical analysis); Web application; Data science; Key (lock); Web intelligence; Qualitative research; Web modeling; Web 2.0; World Wide Web; Face (sociological concept); Knowledge management; Management science; The Internet; Engineering; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06903581,0.0001036326,0.0002174555,0.0004808765,0.001053373,0.0001291662,0.0003021382,0.000249774,0.0002657079],"category_scores_gemma":[0.01329896,0.00009080562,0.00004134893,0.001086587,0.003300037,0.0002492426,0.0001258584,0.001396737,0.00006179579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102172,"about_ca_system_score_gemma":0.0002117672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452874,"about_ca_topic_score_gemma":0.01558726,"domain_scores_codex":[0.9874723,0.009880139,0.0002747824,0.0004809029,0.001036756,0.0008551507],"domain_scores_gemma":[0.9606699,0.03863191,0.00004227376,0.0002057488,0.0002438021,0.0002063743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006014883,0.000070347,0.0003184392,0.000009344449,0.000006602294,0.000001072991,0.2424077,9.748624e-8,0.001642274,0.7515222,0.0003404428,0.003621234],"study_design_scores_gemma":[0.0002228552,0.0002022568,0.0007066866,0.00002166405,9.199979e-7,6.248471e-8,0.3837764,0.0000550418,0.0001825556,0.5584742,0.05626672,0.00009065463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729466,0.0003632486,0.02794826,0.01757382,0.0003362948,0.002046343,0.00003882773,0.00003423671,0.07871234],"genre_scores_gemma":[0.6447523,0.0001243998,0.3511092,0.00005580493,0.000122661,0.0002956197,0.00000184906,0.00001668154,0.003521483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.323161,"threshold_uncertainty_score":0.9994124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5720781164143096,"score_gpt":0.679269647467166,"score_spread":0.1071915310528564,"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."}}