{"id":"W4392594054","doi":"10.1080/14442213.2024.2320926","title":"Disposable People as Infrastructure? The Livelihood Trials and Tactics of Three-Wheeler Delivery Drivers on Hanoi’s Streets, Vietnam","year":2024,"lang":"en","type":"article","venue":"The Asia Pacific Journal of Anthropology","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Livelihood; Vietnamese; Negotiation; Paratransit; Capital (architecture); Capital city; Mobilities; Transportation infrastructure; Economic Justice; Business; Ethnography; Political science; Sociology; Engineering; Geography; Transport engineering; Law; Marketing; Economic geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759126,0.0001852936,0.0005570077,0.0001031627,0.0005681113,0.0001227674,0.0005182746,0.0001836669,0.0008973169],"category_scores_gemma":[0.0004950297,0.00009206664,0.0002172545,0.0003013781,0.001858228,0.0003117209,0.00007220565,0.0006107051,0.00001582004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008295994,"about_ca_system_score_gemma":0.0004935177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007149059,"about_ca_topic_score_gemma":0.001042913,"domain_scores_codex":[0.9977275,0.0006448076,0.0005968357,0.0001727862,0.0005177358,0.0003403054],"domain_scores_gemma":[0.9980334,0.0008651729,0.0005953287,0.0002369557,0.0001779311,0.00009123568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002053674,0.0002902962,0.05307666,0.0001805728,0.002976663,0.0002873445,0.2353484,0.0005856712,0.008628774,0.3441572,0.2280703,0.1243444],"study_design_scores_gemma":[0.002162465,0.004267181,0.05665578,0.0005959357,0.001316792,0.0007786126,0.4252205,0.0002005358,0.006858354,0.1524213,0.3488078,0.0007147854],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466065,0.004714413,0.0003190963,0.03415067,0.003582675,0.0003543879,0.0000564587,0.00002138375,0.01019443],"genre_scores_gemma":[0.9906542,0.00820181,0.00009204794,0.000110432,0.0007037067,0.000001311416,0.000001147643,0.0000152215,0.0002200825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917359,"threshold_uncertainty_score":0.9824991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735556577779222,"score_gpt":0.3058945604112044,"score_spread":0.2885389946334121,"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."}}