{"id":"W4410530054","doi":"10.52975/llt.2025v95.007","title":"Navigating Streets, Restaurants, and Algorithms","year":2025,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Algorithm; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002887686,0.000223612,0.0001125349,0.0005531478,0.003362093,0.002546166,0.0004329493,0.0003831006,0.00720698],"category_scores_gemma":[0.0007640594,0.0001107224,0.0001441665,0.0008637099,0.002360831,0.0009102212,0.001251204,0.0002251193,0.0006008751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606506,"about_ca_system_score_gemma":0.00266133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3807634,"about_ca_topic_score_gemma":0.6463594,"domain_scores_codex":[0.9996916,0.00009639138,0.000008288629,0.00003895415,0.00006902598,0.00009573297],"domain_scores_gemma":[0.9997281,0.00006794342,0.00004796107,0.00002321264,0.00004530542,0.00008745174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001660546,0.0001100541,0.257113,0.0003709804,0.00004155099,0.002513472,0.4991972,0.001631369,0.01160892,0.01719665,0.01101996,0.1990308],"study_design_scores_gemma":[0.00001137767,0.0001733103,0.2383538,0.0002241848,0.00003143645,0.000867916,0.5668031,0.001228793,0.001646217,0.00141927,0.1891712,0.00006940345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9556245,0.0003045413,0.001546722,0.0004349598,0.00001172379,0.00002369034,0.0001755304,0.00006023575,0.04181821],"genre_scores_gemma":[0.9863876,0.0003875226,0.001552175,0.00006497835,0.000004196572,0.000009055584,0.00009479981,0.00001398375,0.01148576],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3807634,"threshold_uncertainty_score":0.7570943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210891786657262,"score_gpt":0.2376546786103862,"score_spread":0.2255457607438136,"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."}}