{"id":"W2974721084","doi":"","title":"Rich Pictures in Qualitative Research in Higher Education: The Student as Consumer and Producer in Personal Branding.","year":2019,"lang":"en","type":"article","venue":"Harper Adams University Repository (GuildHE Research)","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Tshwane University of Technology; University of Waterloo; University of Surrey; Curtin University of Technology; Griffith University; University of Cincinnati; Deakin University; University of South Africa; University of Wollongong; Michigan State University; Flinders University; University of New England; Massey University; Auckland University of Technology, New Zealand; Southern Cross University; Queensland University of Technology; University of Waikato; University of New South Wales","keywords":"Qualitative research; Consumerism; Perspective (graphical); Higher education; Public relations; Psychology; Sociology; Marketing; Qualitative property; Pedagogy; Medical education; Business; Political science; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03325745,0.000562367,0.00062544,0.002173046,0.007990387,0.005761232,0.001517706,0.002265683,0.006715994],"category_scores_gemma":[0.03685359,0.0008025736,0.000432359,0.003346116,0.01741036,0.006047577,0.00782629,0.003363099,0.0007695148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003538759,"about_ca_system_score_gemma":0.004307753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021465,"about_ca_topic_score_gemma":0.009341767,"domain_scores_codex":[0.9616323,0.03575307,0.0003927744,0.0006220851,0.001018677,0.0005812102],"domain_scores_gemma":[0.9500019,0.04429268,0.001430435,0.00184711,0.001431159,0.0009967181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003261614,0.00002473492,0.0007959034,0.0004114291,0.000006273925,0.0003627873,0.9737698,0.00006739041,0.0006195541,0.011209,0.002337253,0.01036327],"study_design_scores_gemma":[0.00001635043,0.00006023303,0.001158277,0.0007186047,0.00001018498,0.0004117042,0.9405042,0.0002372871,0.0006361836,0.01054924,0.04567337,0.00002438324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6865872,0.0112416,0.1164549,0.0584861,0.001418352,0.004641938,0.002066821,0.0003237397,0.1187793],"genre_scores_gemma":[0.9506915,0.002398588,0.02506638,0.005145912,0.00008215073,0.004091946,0.0001766439,0.0001200696,0.01222677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325745,"threshold_uncertainty_score":0.1758843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877746584222845,"score_gpt":0.4851413548734729,"score_spread":0.2973666964511884,"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."}}