{"id":"W4396737878","doi":"10.1177/01171968241245731","title":"Precariousness and vulnerability: Seafarers in the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Asian and Pacific migration journal","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; National Social Science Fund of China; National Office for Philosophy and Social Sciences; Memorial University of Newfoundland","keywords":"Pandemic; Vulnerability (computing); Work (physics); Political science; Crew; Vulnerability assessment; Coronavirus disease 2019 (COVID-19); Economic growth; Business; Geography; Engineering; Economics; Medicine; Computer security; Nursing","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":[0.005990682,0.000356512,0.0004392886,0.001572118,0.01104065,0.005596865,0.0009638182,0.002534975,0.002780912],"category_scores_gemma":[0.01243634,0.0003972211,0.0003075231,0.00118848,0.01423141,0.00799596,0.008008193,0.004043865,0.0002041009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004005866,"about_ca_system_score_gemma":0.00450768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560011,"about_ca_topic_score_gemma":0.01884112,"domain_scores_codex":[0.9949417,0.003375894,0.0002060348,0.0002087285,0.0004210206,0.0008466863],"domain_scores_gemma":[0.9917746,0.005350439,0.001227397,0.0002385145,0.0005440706,0.0008648694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001456928,0.00001310727,0.007364019,0.0001040544,0.000005868558,0.0009943843,0.9835098,0.00003811505,0.000153443,0.003455684,0.000877178,0.003469754],"study_design_scores_gemma":[6.637005e-7,0.00001168503,0.003201156,0.0001482115,0.000002335673,0.0001766612,0.9898594,0.000022925,0.0000362134,0.0005773041,0.005954283,0.000009203648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664891,0.002448481,0.0005156303,0.01681678,0.0001490651,0.00005891306,0.00005725755,0.000008446003,0.01345638],"genre_scores_gemma":[0.9964503,0.001331771,0.0001222666,0.001160109,0.00003685266,0.00003017411,0.00001582195,0.000006897638,0.0008459013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560011,"threshold_uncertainty_score":0.03168213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269575664527078,"score_gpt":0.2717414203579243,"score_spread":0.2490456637126535,"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."}}