{"id":"W4399152549","doi":"10.1016/j.ijhm.2024.103808","title":"From click to fork: An empirical analysis of system and food quality influences in online meal kit consumption","year":2024,"lang":"en","type":"article","venue":"International Journal of Hospitality Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Fork (system call); Meal; Consumption (sociology); Food quality; Food science; Quality (philosophy); Food consumption; Empirical research; Business; Computer science; Advertising; Marketing; Agricultural economics; Statistics; Mathematics; Economics; Chemistry; Sociology; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002295513,0.0002542851,0.0004394419,0.001168662,0.000823301,0.002242462,0.0006706723,0.001121288,0.009979377],"category_scores_gemma":[0.02541825,0.0005158222,0.0006394467,0.001327457,0.0008911072,0.002198917,0.00131764,0.001683475,0.001070596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009016306,"about_ca_system_score_gemma":0.0008050746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462993,"about_ca_topic_score_gemma":0.01988803,"domain_scores_codex":[0.9982485,0.0007138647,0.0001378614,0.0002731685,0.0004239196,0.000202906],"domain_scores_gemma":[0.9450582,0.03881608,0.008033419,0.002276675,0.002650914,0.003164766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114196,0.001138906,0.9883535,0.00003299713,0.0001113563,0.00009727482,0.002975398,0.0001618327,0.001638785,0.0002043853,0.0001810056,0.003962518],"study_design_scores_gemma":[0.0000104202,0.0001493365,0.9973689,0.000006685351,0.00004209851,0.00002989633,0.001254568,0.0006775009,0.0002014195,0.00007090184,0.0001771454,0.00001105122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986682,0.00001788509,0.00008717833,0.00003529694,0.000003085342,0.00001537019,0.0001406615,0.000006000992,0.001026292],"genre_scores_gemma":[0.9984751,0.00002183866,0.0001899339,0.00003337208,0.00000700633,0.00002460731,0.0002910452,0.00002171235,0.0009352828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462993,"threshold_uncertainty_score":0.03338432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093012221298008,"score_gpt":0.4407755332740825,"score_spread":0.3798454110611025,"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."}}