{"id":"W3200614653","doi":"10.1016/j.marpol.2021.104796","title":"Seafarers in fishing: A year into the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Marine Policy","topic":"Sex work and related issues","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Fishing; Port (circuit theory); Crew; Business; Pandemic; Coronavirus disease 2019 (COVID-19); Negotiation; Shore; Fishery; Geography; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117362,0.0002355141,0.0003672547,0.0009388734,0.008976113,0.005516147,0.0005945712,0.002424533,0.00471873],"category_scores_gemma":[0.003838219,0.0002881426,0.0002817656,0.001510952,0.00372012,0.004778815,0.004763139,0.004578078,0.0003294488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963933,"about_ca_system_score_gemma":0.004028766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04391676,"about_ca_topic_score_gemma":0.1212909,"domain_scores_codex":[0.9987751,0.000320325,0.0000556314,0.00008115569,0.000141543,0.0006262456],"domain_scores_gemma":[0.9963776,0.0008782638,0.0006266835,0.0001105606,0.0003421005,0.001664796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002875274,0.0002080851,0.2009488,0.0002749966,0.00002795264,0.003558991,0.7024949,0.00005029757,0.0006648343,0.009968689,0.03035598,0.05115908],"study_design_scores_gemma":[0.000006749023,0.0001284322,0.1031983,0.0003043587,0.000007917081,0.0003347874,0.8348302,0.00002606218,0.00006909502,0.00062396,0.06044059,0.00002938581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412605,0.004472809,0.0001460828,0.04051657,0.001029468,0.00002938416,0.0002436907,0.00001176464,0.01228967],"genre_scores_gemma":[0.9817467,0.004318447,0.0001446054,0.007790545,0.0005461156,0.00004569762,0.0001721153,0.0000196757,0.00521612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391676,"threshold_uncertainty_score":0.08732229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980381376469207,"score_gpt":0.3731608393793818,"score_spread":0.3333570256146898,"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."}}