{"id":"W4386457124","doi":"10.32920/24084654.v1","title":"Food, Identity and Immigrant Experience","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Identity (music); Identity change; Cultural identity; Resistance (ecology); Affect (linguistics); Perception; Sociology; Social psychology; Psychology; Gender studies; Political science; Aesthetics; Communication; Ecology","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":[0.00009789541,0.0001598107,0.000179817,0.000006239731,0.0001356589,0.0001649114,0.0002673501,0.0001912319,0.0003274219],"category_scores_gemma":[0.00001874582,0.00004877935,0.00009842484,0.000114897,0.00005380468,0.0001112423,0.0008542739,0.0002140462,0.00008451111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007643862,"about_ca_system_score_gemma":0.000003186859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516203,"about_ca_topic_score_gemma":0.00866393,"domain_scores_codex":[0.9990338,0.00002396016,0.0001553974,0.000427641,0.0001781207,0.0001810934],"domain_scores_gemma":[0.9997169,0.00004464316,0.0000564586,0.0000641386,0.00003154781,0.00008631175],"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":[0.0003265057,0.00121568,0.1357266,0.0007737608,0.0008368809,0.0008488684,0.02766101,0.00005320731,0.2899464,0.04518007,0.1904493,0.3069817],"study_design_scores_gemma":[0.0001952736,0.0007086213,0.8161735,0.0001642964,0.00005728759,0.00003842749,0.005282382,0.0001014825,0.001883801,0.08336816,0.09075055,0.001276252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952995,0.000429959,0.000009241234,0.002241453,0.0004025711,0.0001767762,0.00004727771,0.0002050051,0.001188258],"genre_scores_gemma":[0.9947034,0.000369412,0.00007224337,0.0001630417,0.0004486194,0.00003767642,0.00007949809,7.176077e-7,0.004125379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6804469,"threshold_uncertainty_score":0.4834676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916446618757105,"score_gpt":0.2737399332886528,"score_spread":0.2045754671010817,"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."}}