{"id":"W3155358883","doi":"10.3390/su13084297","title":"Maritime Undergraduate Students: Career Expectations and Choices","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Work (physics); Christian ministry; Scale (ratio); Public relations; Medical education; Marketing; Engineering; Political science; Business; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690404,0.0001927557,0.0002434322,0.0008974248,0.001499709,0.003129735,0.0003542043,0.0006064909,0.003857686],"category_scores_gemma":[0.004896977,0.0002204401,0.0003317302,0.0006319354,0.0005943647,0.0008188389,0.001514229,0.001145666,0.0008533254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006628945,"about_ca_system_score_gemma":0.00108724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005459547,"about_ca_topic_score_gemma":0.01017907,"domain_scores_codex":[0.9990795,0.0002192118,0.00005716497,0.00006583276,0.0003208801,0.0002574384],"domain_scores_gemma":[0.9948556,0.000562218,0.000847303,0.00008373073,0.0005878316,0.003063271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009603556,0.0008482318,0.9514676,0.00003984667,0.00001712515,0.0002705744,0.02772776,0.00009281184,0.000645566,0.0006087379,0.001143854,0.0170419],"study_design_scores_gemma":[0.00001237634,0.0004081086,0.8509391,0.0000643426,0.00001314319,0.0002604566,0.1396955,0.0005763682,0.0003693174,0.000448461,0.007170088,0.00004267733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981015,0.00003859902,0.0000446617,0.0002151598,0.00000805054,0.000009419146,0.00003673782,0.000001825029,0.001543994],"genre_scores_gemma":[0.9982844,0.00007108946,0.00008268714,0.00008587867,0.000005454802,0.00001205718,0.00006601944,0.00000168073,0.001390688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005459547,"threshold_uncertainty_score":0.01290518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006326139607788018,"score_gpt":0.2540210995022599,"score_spread":0.2476949598944719,"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."}}