{"id":"W4380486373","doi":"10.1108/qrj-03-2023-0049","title":"“Exploring unchartered territories”: fieldwork experiences from researching street traders","year":2023,"lang":"en","type":"article","venue":"Qualitative Research Journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Originality; Qualitative research; Flexibility (engineering); Sociology; Adaptability; Empirical research; Focus group; Photovoice; Creativity; Public relations; Value (mathematics); Marketing; Psychology; Social science; Management; Social psychology; Business; Political science; Economic growth","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","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1095181,0.000223712,0.0004085042,0.00112129,0.005857341,0.001168919,0.001318401,0.0001909443,0.0008036974],"category_scores_gemma":[0.04501127,0.0001961292,0.0002225806,0.003439781,0.004380191,0.001875619,0.000269682,0.003989088,0.0002168136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042385,"about_ca_system_score_gemma":0.001563534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313946,"about_ca_topic_score_gemma":0.00276221,"domain_scores_codex":[0.9382155,0.05213156,0.000683031,0.0005673697,0.00613828,0.002264291],"domain_scores_gemma":[0.956246,0.04059425,0.0001505244,0.0003374596,0.001488785,0.00118294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009525238,0.00004502232,0.0002554484,0.00002142573,0.00008965982,0.0001388214,0.9261895,0.000004347159,0.0004149376,0.04588589,0.007982012,0.01887763],"study_design_scores_gemma":[0.0002962023,0.0002456993,0.0005204389,0.000210116,0.000002576388,7.668577e-7,0.824568,0.00004097144,0.0002555697,0.1379542,0.03570579,0.000199681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932515,0.0005095988,0.002247064,0.05397873,0.001265609,0.000493929,0.00008563437,0.0001926759,0.008711777],"genre_scores_gemma":[0.9836723,0.005096077,0.005621022,0.00007646989,0.003482563,0.0003196446,0.00002381598,0.00004824623,0.001659912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016216,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8840568390982632,"score_gpt":0.6970881574156167,"score_spread":0.1869686816826465,"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."}}