{"id":"W2100811182","doi":"10.1111/area.12107","title":"Doing resistance their own way: counter‐narratives of street vending in <scp>H</scp>anoi, <scp>V</scp>ietnam through solicited journaling","year":2014,"lang":"en","type":"article","venue":"Area","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Journaling file system; Population; Narrative; Sociology; Context (archaeology); Public relations; Resistance (ecology); Obligation; Media studies; Political science; Law; History","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001147698,0.0002679616,0.0005159113,0.0001050719,0.001525457,0.00007947943,0.0004303747,0.0001543604,0.00001721787],"category_scores_gemma":[0.001735563,0.0002243493,0.0001637979,0.0005976386,0.0005090679,0.0005531064,0.00007735577,0.0003570885,0.000009397606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829326,"about_ca_system_score_gemma":0.00008456295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548507,"about_ca_topic_score_gemma":0.01302498,"domain_scores_codex":[0.997594,0.0004455556,0.0004936497,0.000374608,0.0004941536,0.0005980584],"domain_scores_gemma":[0.9984412,0.0005534908,0.0004498423,0.0002513601,0.0002052756,0.00009889567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000675904,0.00008971089,0.008370277,0.0000657713,0.00009415254,0.00001048466,0.9552104,0.0001085843,0.002212344,0.01673282,0.01672472,0.0003740013],"study_design_scores_gemma":[0.0003710022,0.00004865945,0.001674401,0.0005144984,0.0000183939,8.225676e-7,0.5551655,0.00001790863,0.0004802515,0.005619306,0.4360141,0.00007517813],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7149367,0.004140174,0.000822631,0.0007724438,0.0006455762,0.0002579822,0.00002436138,0.0001009987,0.2782991],"genre_scores_gemma":[0.9959743,0.0002830583,0.000685842,0.0001801198,0.0003597917,0.00002182585,0.000006202687,0.00002302576,0.002465843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192894,"threshold_uncertainty_score":0.9997744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368873755942925,"score_gpt":0.2767558538406337,"score_spread":0.2530671162812044,"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."}}