{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004904788,0.00006087489,0.0000887305,0.00007110186,0.0002993009,0.00008307002,0.0002238349,0.00009583034,0.0007187037],"category_scores_gemma":[0.001867202,0.00004552422,0.00004086406,0.0008398491,0.0001636409,0.00005036898,0.0001656256,0.0002105893,0.00008758644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640159,"about_ca_system_score_gemma":0.0007398623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1484793,"about_ca_topic_score_gemma":0.05212225,"domain_scores_codex":[0.9990781,0.0002396143,0.0001089965,0.0001455033,0.0001769827,0.0002507829],"domain_scores_gemma":[0.9994619,0.0001912862,0.00002687293,0.000163984,0.00002609149,0.0001298894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009745581,0.00003716849,0.6773123,0.00001012284,0.00002137855,0.00004888649,0.2599775,0.00006236604,0.00001808287,0.03042488,0.01226278,0.01981483],"study_design_scores_gemma":[0.0002390029,0.00000572883,0.01326519,0.00000431361,0.000004926964,0.000003200632,0.02979022,0.00001166112,0.000005618935,0.01620723,0.94038,0.00008292568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6109223,0.0002309873,0.000005035301,0.1627398,0.0001671131,0.0001081162,4.564941e-7,0.00009402823,0.2257322],"genre_scores_gemma":[0.9690371,0.0008910254,0.00005843611,0.006640704,0.0005027368,0.000008328067,0.000006336973,0.000007841426,0.02284753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9281172,"threshold_uncertainty_score":0.9651741,"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."}}