{"id":"W4403330615","doi":"10.7202/1113957ar","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Ethnologies","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001242824,0.0004548929,0.0002364947,0.001166423,0.001746545,0.003477487,0.001105606,0.001168777,0.4370904],"category_scores_gemma":[0.003256626,0.0001322456,0.0003174325,0.001158192,0.0008258857,0.001571658,0.002163465,0.001032019,0.1925619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294451,"about_ca_system_score_gemma":0.002347433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004239145,"about_ca_topic_score_gemma":0.00536074,"domain_scores_codex":[0.9990875,0.0001771952,0.00003400247,0.0001787419,0.000385176,0.000137453],"domain_scores_gemma":[0.9985611,0.0002539833,0.00005936505,0.0001944592,0.0006610752,0.0002700579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008451856,0.0000672206,0.001476237,0.0002794671,0.000004195478,0.0001659352,0.00135663,0.0001039366,0.0006700175,0.1229376,0.5617318,0.3111226],"study_design_scores_gemma":[0.000003166847,0.000009170883,0.0005523205,0.00009022294,0.000001231052,0.00005948468,0.0003927749,0.00001819558,0.0001323625,0.003728713,0.9950094,0.000003056785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002668422,0.001209019,0.005067735,0.007154702,0.003945083,0.0002102047,0.00282459,0.000499452,0.9764208],"genre_scores_gemma":[0.02254499,0.00144158,0.00396806,0.004711503,0.001050791,0.0002694357,0.002900963,0.0002433517,0.9628692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5629096,"threshold_uncertainty_score":0.8029222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238340742082673,"score_gpt":0.2433975781451642,"score_spread":0.2210141707243375,"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."}}