{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102927,0.00005520843,0.00008796083,0.00006757719,0.00004167978,0.00003067132,0.00006002338,0.00002316659,0.00004026594],"category_scores_gemma":[0.0008644317,0.00002986356,0.00001541774,0.0000381836,0.00003599712,0.00009287965,0.00000519655,0.00007095723,7.077076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004979566,"about_ca_system_score_gemma":0.0000273252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.202062e-7,"about_ca_topic_score_gemma":0.000003618487,"domain_scores_codex":[0.999566,0.0000256006,0.0001911956,0.00005303002,0.00009254545,0.00007165855],"domain_scores_gemma":[0.9995133,0.0002202851,0.00006296885,0.0000373299,0.0001425528,0.00002354761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004958175,0.0004437234,0.05809901,0.0005138129,0.000477392,0.00007953186,0.004203091,0.03895292,0.01252508,0.5546675,0.1494124,0.1756673],"study_design_scores_gemma":[0.008879328,0.001763904,0.3896827,0.004985925,0.0001692184,0.0008392765,0.001141089,0.01353964,0.1543894,0.2052311,0.217509,0.001869481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2449592,0.0003369864,0.7257068,0.02074296,0.006575127,0.0007275949,0.000009568377,0.00004762711,0.0008941124],"genre_scores_gemma":[0.9977177,0.0001168581,0.001593697,0.00007615973,0.0003850457,0.000006268144,1.807512e-7,0.000006957791,0.00009716082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7527585,"threshold_uncertainty_score":0.1217801,"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."}}