{"id":"W4413196922","doi":"10.3233/pmst250079","title":"An Overview of the Shipbuilding Labour Market: The LeaderSHIP EU Project","year":2025,"lang":"en","type":"book-chapter","venue":"Progress in marine science and technology","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Universidad de Deusto; Naval Group; Universitatea 'Dunărea de Jos' Galați","keywords":"Shipbuilding; Sustainability; Curriculum; Engineering; Resource efficiency; Business; Resource (disambiguation); Engineering management; Knowledge management; Public relations; Political science; Economic growth; Economics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.000785273,0.000229726,0.0002721469,0.00093413,0.0001360448,0.00003981034,0.001604695,0.0003233269,0.00003057436],"category_scores_gemma":[0.00004434204,0.0001485605,0.00003215953,0.0009497509,0.002316482,0.0001102887,0.001367434,0.0007067111,6.727618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007655851,"about_ca_system_score_gemma":0.0001065803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005288447,"about_ca_topic_score_gemma":0.00007555182,"domain_scores_codex":[0.9987447,0.00001219911,0.0002565294,0.0003667097,0.0002667891,0.0003530785],"domain_scores_gemma":[0.9989984,0.00002947023,0.000100969,0.0007837393,0.00007416583,0.00001326893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001877666,0.000009540122,0.007763898,0.0002764701,0.00001967771,0.000004153093,0.00001891096,0.000001250117,0.00001944278,0.6425446,0.0002885557,0.3490517],"study_design_scores_gemma":[0.001004876,0.0003849973,0.02493383,0.002654906,0.0002377755,0.00005144754,0.001156135,0.004745512,0.003656894,0.4742637,0.4854994,0.001410479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0257756,0.04865446,0.00008689507,0.03303575,0.002330637,0.006158302,0.00003489124,0.003013869,0.8809096],"genre_scores_gemma":[0.9505722,0.005291672,0.00271132,0.000239652,0.00004289568,0.0003151419,0.000002846596,0.00005654496,0.04076775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9247966,"threshold_uncertainty_score":0.8535173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209862251372989,"score_gpt":0.3022527394369057,"score_spread":0.2601541169231758,"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."}}