{"id":"W2914461114","doi":"","title":"Visualizing and Understanding the Operational Dynamics of a Shipping Operation","year":2018,"lang":"en","type":"article","venue":"SNAME Maritime Convention","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Dynamics (music); Environmental science; Operations research; Engineering","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":[0.0004836998,0.00009483554,0.0001219648,0.000158711,0.0004330514,0.0003459157,0.00009164776,0.0000469914,0.0001990187],"category_scores_gemma":[0.00006567156,0.00007787094,0.00004704618,0.0003164162,0.0001455973,0.0008008241,0.00008342117,0.0000650344,0.000018916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004233984,"about_ca_system_score_gemma":0.00001726426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002711366,"about_ca_topic_score_gemma":0.0002514012,"domain_scores_codex":[0.999266,0.0000132076,0.0002407927,0.0001788125,0.0001801455,0.0001210163],"domain_scores_gemma":[0.9994831,0.00002264508,0.0001412895,0.00009851444,0.0002487401,0.000005713694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003057408,0.00004308375,0.01149652,0.0002429648,0.00006189004,6.703468e-7,0.0001366284,0.0003420802,0.0008371782,0.9810205,0.0001277282,0.005660211],"study_design_scores_gemma":[0.0002766511,0.000008308297,0.00155234,0.000114847,0.00009374039,0.000001817203,0.0008565985,0.9574853,0.00004075022,0.03920627,0.0002409487,0.0001225016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2183537,0.0001677027,0.7654148,0.00552374,0.0003407979,0.0002364367,0.000003813971,0.00009953415,0.009859454],"genre_scores_gemma":[0.9986885,0.000007281826,0.0001670425,0.0004361852,0.000473569,0.000007006893,0.00007794797,0.00001222992,0.0001302701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9571431,"threshold_uncertainty_score":0.3335674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718303838498454,"score_gpt":0.2575143833279537,"score_spread":0.2203313449429692,"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."}}