{"id":"W2808721288","doi":"10.5603/imh.2018.0019","title":"Training needs among maritime professionals: a cross sectional study","year":2018,"lang":"en","type":"article","venue":"International Maritime Health","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Musculoskeletal Health and Arthritis; Universitat Rovira i Virgili","keywords":"Training (meteorology); Cross-sectional study; Medical education; Psychology; Applied psychology; Medicine; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003145325,0.0002088235,0.0004473468,0.001377473,0.001028316,0.001052137,0.0003017949,0.0007338778,0.00212781],"category_scores_gemma":[0.005859172,0.000649536,0.0003686292,0.00128479,0.00052736,0.001283307,0.0008264092,0.000893793,0.0004346601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007500066,"about_ca_system_score_gemma":0.0008778985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003920894,"about_ca_topic_score_gemma":0.00597115,"domain_scores_codex":[0.9985974,0.0003981876,0.0001959523,0.000155103,0.0003391773,0.0003141217],"domain_scores_gemma":[0.9959417,0.001562197,0.001065103,0.0001023622,0.0007077031,0.0006209196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006686047,0.0004320459,0.961411,0.0001808298,0.00002236037,0.0003662502,0.03325574,0.0000303233,0.0004965217,0.00006668574,0.0002491739,0.003422149],"study_design_scores_gemma":[0.000008472624,0.001034509,0.8818035,0.0001457477,0.00002396696,0.000685286,0.1148193,0.0002008629,0.0001702163,0.00005240036,0.001036083,0.00001966866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994697,0.00006282977,0.00005697364,0.00006562831,0.000003005641,0.00003582583,0.00008774445,8.616943e-7,0.0002174994],"genre_scores_gemma":[0.9991621,0.0001519126,0.0001592972,0.0000976683,0.000004813756,0.0000836937,0.00009926625,0.000001451692,0.0002398298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003920894,"threshold_uncertainty_score":0.01663423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423031173340237,"score_gpt":0.3491901030869366,"score_spread":0.3149597913535342,"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."}}