{"id":"W2333492723","doi":"10.1061/9780784413739.006","title":"Remembering Joseph Pennell and the Panama Canal","year":2014,"lang":"en","type":"article","venue":"","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panama canal; Beauty; Vitality; Wonder; Quarter (Canadian coin); Process (computing); Work (physics); Panama; Computer science; Aesthetics; Art; Geography; Engineering; Archaeology; Epistemology; Mechanical engineering; Business; Philosophy","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":[0.000209375,0.00004957492,0.00008514163,0.000002273641,0.0001433289,0.00005961957,0.00009720554,0.00002188863,0.0007437632],"category_scores_gemma":[0.00005343308,0.00001007341,0.00003717839,0.00007895908,0.00007604282,0.00002232704,0.00004504781,0.00004148942,0.000007925038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002925107,"about_ca_system_score_gemma":9.274894e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004235954,"about_ca_topic_score_gemma":0.00933159,"domain_scores_codex":[0.9996176,0.00003294996,0.00007806239,0.0001017059,0.00006832842,0.000101393],"domain_scores_gemma":[0.9997526,0.0001335243,0.00002462881,0.00003067322,0.00002000447,0.00003854745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006390121,0.00002118906,0.03997942,0.000007681896,0.0001144422,0.00000235606,0.0001939818,0.0001071923,0.03748344,0.4108127,0.01380314,0.4974106],"study_design_scores_gemma":[0.0006245649,0.000146134,0.5850752,0.000006403041,0.0001229252,0.00001456367,0.000582222,0.02588989,0.0008174625,0.05895688,0.3273779,0.0003858031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226105,0.00004961647,0.0001265444,0.00416993,0.00004563722,0.00004497708,0.000001913852,0.00002055927,0.07293032],"genre_scores_gemma":[0.9982893,0.00002556663,0.00007453074,0.0008256119,0.000170265,0.000001168714,0.000003486938,1.609641e-7,0.0006099294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5450958,"threshold_uncertainty_score":0.8143686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005119014130617606,"score_gpt":0.1561324854004533,"score_spread":0.1510134712698357,"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."}}