{"id":"W4401695366","doi":"10.52843/cassyni.by2875","title":"Employment Practices, Cost Minimization, and Their Implications for Food Provisions and Seafarers’ Wellbeing on board Ships – A Qualitative Analysis","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Precarity; On board; Qualitative research; Marketing; Political science; Engineering; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004017772,0.0002972325,0.000373952,0.0003388452,0.0001551804,0.0002647254,0.0001079871,0.0002031242,0.00003857581],"category_scores_gemma":[0.0002156804,0.0002567316,0.0001380053,0.0003380507,0.00003995661,0.00006850541,0.0002055789,0.0003844177,0.000003308402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012247,"about_ca_system_score_gemma":0.00005958225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003575479,"about_ca_topic_score_gemma":0.0004539922,"domain_scores_codex":[0.9986749,0.0001002452,0.0004147872,0.0005313252,0.00009175425,0.0001869365],"domain_scores_gemma":[0.9982233,0.0009756611,0.0001588718,0.0003537483,0.0001468373,0.0001415965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002387752,0.000660079,0.006346773,0.008710485,0.03002594,0.000002435498,0.1585234,0.169105,0.0005881586,0.4600598,0.04895783,0.1167813],"study_design_scores_gemma":[0.001495823,0.0003954816,0.01536917,0.0006058755,0.00432123,0.000006418317,0.02453782,0.7879095,0.0003882287,0.0676808,0.09513279,0.00215685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1383886,0.004182777,0.7490576,0.04852457,0.0008886354,0.01320845,0.01242074,0.002614449,0.03071423],"genre_scores_gemma":[0.9874289,0.0004295195,0.008731266,0.0002030477,0.0000633777,0.001193213,0.001174996,0.00006387979,0.0007118197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8490403,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06015039833940646,"score_gpt":0.360381128141459,"score_spread":0.3002307298020526,"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."}}