{"id":"W1913643391","doi":"10.3141/2288-02","title":"Varieties of Logistics Centers","year":2012,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Typology; Hierarchy; Function (biology); Business; Value (mathematics); Private sector; Process management; Transport engineering; Computer science; Engineering; Political science; Sociology; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003398274,0.0001922629,0.0003932952,0.0006121579,0.0002176046,0.00004782329,0.0006862445,0.0001651266,0.0004863901],"category_scores_gemma":[0.0001671967,0.0001459323,0.0002778688,0.001035191,0.0006963107,0.0004136277,0.000005283872,0.001582716,0.00001137036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346706,"about_ca_system_score_gemma":0.0001763222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002416582,"about_ca_topic_score_gemma":0.003258537,"domain_scores_codex":[0.994956,0.0003969649,0.001228767,0.0001420324,0.00242452,0.0008517091],"domain_scores_gemma":[0.9963889,0.0007008045,0.0002336128,0.0003589402,0.001960301,0.0003574327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007907449,0.0005942609,0.8775429,0.0016189,0.000466552,0.00007700277,0.006214745,0.02629243,0.006236426,0.03219399,0.03748541,0.01048668],"study_design_scores_gemma":[0.0008086152,0.0003077688,0.9508549,0.0002240897,0.00007839285,8.494185e-7,0.001622111,0.0006045849,0.00373214,0.003321883,0.03822504,0.0002196331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630268,0.00112077,0.03017373,0.0006492191,0.001914061,0.0006961578,0.0001645398,0.00005724101,0.002197497],"genre_scores_gemma":[0.9957349,0.001463808,0.002129871,0.00001385678,0.0002405189,0.0000160652,0.0000156114,0.00004932106,0.0003360446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07331203,"threshold_uncertainty_score":0.68762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002831379895912,"score_gpt":0.3525720168823751,"score_spread":0.2522888788927839,"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."}}