{"id":"W7020576442","doi":"","title":"Logistical Chokepoints, Precarious Work, and Social Reproduction","year":2025,"lang":"en","type":"other","venue":"","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ECW Press (Canada)","funders":"","keywords":"Negotiation; Narrative; Field (mathematics); Materialism; Work (physics); Reproduction; Commodification","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001264982,0.000113636,0.0001710481,0.00004868874,0.0001516885,0.0000715674,0.0001133326,0.0003985639,0.004230516],"category_scores_gemma":[0.0001046368,0.00009729595,0.00003591164,0.0001070884,0.0003260894,0.00003720553,0.00004926822,0.0001789973,0.000039049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005098152,"about_ca_system_score_gemma":0.0001300462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006264685,"about_ca_topic_score_gemma":0.002739312,"domain_scores_codex":[0.9991203,0.00005515475,0.00009466068,0.000346383,0.0001957261,0.0001877894],"domain_scores_gemma":[0.9997331,0.00001159049,0.0000736161,0.0001286832,0.00002291375,0.0000301231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004226295,0.000005334865,0.0004247119,0.00001494485,0.0000174449,0.000001312377,0.0008516466,3.122582e-8,2.972274e-7,0.05614708,0.9288679,0.01366501],"study_design_scores_gemma":[0.00006391529,0.000004383333,0.001269793,0.00002420671,0.00001923261,1.54694e-7,0.0001266353,6.712403e-8,0.000003327986,0.002634407,0.9957412,0.0001126273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000185992,0.0003899838,0.00024624,0.00443393,0.0009764162,0.0001733907,0.00001467924,0.0001816904,0.9935651],"genre_scores_gemma":[0.002794832,0.0002586014,0.0003860872,0.0002396216,0.002197354,0.000004946999,0.000009605356,0.00004068873,0.9940683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06687329,"threshold_uncertainty_score":0.9966797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467784322699995,"score_gpt":0.2795781113724988,"score_spread":0.2649002681454989,"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."}}