{"id":"W772783121","doi":"","title":"Policy and commerce","year":2006,"lang":"en","type":"article","venue":"MARINE DIGEST AND CARGO BUSINESS NEWS","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003013137,0.0001406917,0.0001585068,0.00006797638,0.00005706098,0.00008150154,0.00004501169,0.00005420975,0.00004421255],"category_scores_gemma":[0.00001531429,0.0001300109,0.00001354419,0.000160462,0.00005530449,0.00006347123,0.00008416859,0.00006838822,0.00000348917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170101,"about_ca_system_score_gemma":0.00001078141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005901013,"about_ca_topic_score_gemma":0.0009906281,"domain_scores_codex":[0.9994882,0.000004638529,0.0001346253,0.000119134,0.00006086753,0.0001925149],"domain_scores_gemma":[0.9997487,0.00002120199,0.00001472551,0.0001274533,0.00003492699,0.00005297456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001742275,0.00008372669,0.6298326,0.0005393723,0.00003362809,0.00008953462,0.00007624872,0.001560482,0.0003616013,0.07018201,0.01379566,0.2834277],"study_design_scores_gemma":[0.000294949,0.000007367002,0.7611881,0.000009535465,0.00001611834,0.00003706615,0.00001261114,0.0009146112,0.00003554409,0.001455428,0.2358037,0.0002249596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4931777,0.0006997724,0.001086791,0.001478442,0.0002892007,0.00017429,0.00002453017,0.0003416711,0.5027276],"genre_scores_gemma":[0.9960481,0.0004882256,0.0001320648,0.0001428724,0.0004328848,0.000006350377,0.00006744819,0.00002554898,0.002656483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5028704,"threshold_uncertainty_score":0.8920606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005579891755257799,"score_gpt":0.1895815631435647,"score_spread":0.1840016713883069,"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."}}