{"id":"W2339123932","doi":"10.5957/jspd.2016.32.2.124","title":"On the Prospects for International Commercial Shipbuilding Competiveness in Developed Countries","year":2016,"lang":"en","type":"article","venue":"Journal of Ship Production and Design","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shipbuilding; Competition (biology); Business; Attractiveness; Developed country; International trade; Developing country; Engineering; Economy; Economics; Economic growth; Geography; Population","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":[0.001765133,0.0002433073,0.000169552,0.001158977,0.002014533,0.008570117,0.0003569329,0.000785323,0.009401609],"category_scores_gemma":[0.001231128,0.0001410371,0.0003015981,0.001898698,0.002503243,0.001912905,0.001831474,0.0009616466,0.0006981595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203356,"about_ca_system_score_gemma":0.002499836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00528903,"about_ca_topic_score_gemma":0.01121371,"domain_scores_codex":[0.9993703,0.0001889503,0.00001655802,0.000049337,0.00009288514,0.0002819376],"domain_scores_gemma":[0.9987243,0.0002388382,0.0002368993,0.00004251026,0.0002730663,0.0004842684],"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":[0.001234873,0.0004966134,0.1424667,0.0005141937,0.00005873645,0.002734473,0.0113258,0.002934405,0.002442105,0.6656577,0.02209358,0.1480408],"study_design_scores_gemma":[0.0000805225,0.0008855512,0.4743377,0.001790646,0.00007921449,0.001390735,0.1200877,0.001731081,0.00250443,0.07493532,0.3220314,0.0001457849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4841385,0.01124053,0.0008858605,0.01338897,0.0001324188,0.0000309838,0.0002482746,0.00001667772,0.4899179],"genre_scores_gemma":[0.9910839,0.004150669,0.0002425058,0.0004636196,0.00004393003,0.00001121783,0.00007698094,0.000003509668,0.003923801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009401609,"threshold_uncertainty_score":0.03145152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167303755020454,"score_gpt":0.2612516823862993,"score_spread":0.2095786448360948,"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."}}