{"id":"W2170929296","doi":"10.5539/jgg.v6n2p145","title":"Study on Progress of Developing Strategy on Ports Cluster: Integration of Port Resources","year":2014,"lang":"en","type":"article","venue":"Journal of Geography and Geology","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Business; Monopoly; Resource (disambiguation); Competition (biology); Industrial organization; Process (computing); Order (exchange); International trade; Economics; Computer science; Engineering; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004563819,0.00009524712,0.0002921905,0.0003058977,0.0000227096,0.000006697964,0.00006890609,0.00006941146,0.00001163627],"category_scores_gemma":[0.00002902588,0.00007144715,0.00005922831,0.00009127866,0.00009730774,0.0000334209,0.00001238532,0.0001608416,1.2009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003223438,"about_ca_system_score_gemma":0.000009156402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001590448,"about_ca_topic_score_gemma":0.00001945547,"domain_scores_codex":[0.9991646,0.00004911397,0.0004804997,0.00006894932,0.0001318733,0.0001049186],"domain_scores_gemma":[0.9994133,0.000074375,0.0002715817,0.00008635504,0.0001176864,0.00003670806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002104226,0.0003123417,0.904117,0.0001273327,0.0002157647,0.00005446358,0.0009363161,0.005286142,0.00004583463,0.003886244,0.0001752205,0.08463296],"study_design_scores_gemma":[0.0005384792,0.003023128,0.9924398,0.0001068173,0.00005067306,0.00007077058,0.0005352388,0.0004136082,0.0002904278,0.001473661,0.0009577915,0.00009962134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957188,0.0002368011,0.001394972,0.00006258458,0.000164361,0.00008152613,0.000001229597,0.000007645946,0.002332115],"genre_scores_gemma":[0.999437,0.00006456489,0.0003984082,0.0000246681,0.00006014333,0.00000114536,0.000001413221,0.00000589777,0.000006726514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08832282,"threshold_uncertainty_score":0.291353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278200522194957,"score_gpt":0.2425973979216489,"score_spread":0.2298153926996994,"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."}}