{"id":"W4409730205","doi":"10.25071/2561-5467.1313","title":"The Efficient Cook: The Upper Lakes & St. Lawrence Transportation Company’s Cookery Manual","year":2025,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"American History and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operations research; Operations management; Business; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000526414,0.0002681261,0.0002071322,0.00005011911,0.001598262,0.0002688153,0.0009202382,0.00005953125,0.0002095211],"category_scores_gemma":[0.00004828436,0.0001354645,0.0001539548,0.0004941582,0.0005193622,0.00016436,0.0001731114,0.000350551,0.0002834164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004610355,"about_ca_system_score_gemma":0.00005889079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382655,"about_ca_topic_score_gemma":0.03702236,"domain_scores_codex":[0.9986255,0.00006063228,0.0003303305,0.0003090782,0.0003235064,0.0003509238],"domain_scores_gemma":[0.9987813,0.0001818479,0.0002253547,0.0006178843,0.0001806576,0.00001295477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007528962,0.0004148049,0.5888904,0.0001567191,0.0003199638,0.00001665905,0.0019086,0.01194397,0.0001078749,0.07077241,0.1059587,0.218757],"study_design_scores_gemma":[0.0003052248,0.000005425911,0.1265499,0.0000176441,0.00008961352,0.000001267211,0.00114506,0.0008100223,0.000002971091,0.0007676317,0.8701155,0.0001898016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179081,0.0002425883,0.0007232731,0.008355442,0.000709503,0.000532839,0.00001276259,0.000171515,0.07134397],"genre_scores_gemma":[0.9057389,0.00001967184,0.0000136259,0.003644309,0.0005572764,0.0000945869,0.0001009693,0.00003064466,0.08979999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7641568,"threshold_uncertainty_score":0.9997015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008320392395728859,"score_gpt":0.2045548606488239,"score_spread":0.1962344682530951,"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."}}