{"id":"W7044024840","doi":"","title":"Untersuchung der Interpretation und Nutzung kontroverser ernährungs-, umwelt- und ethikbezogener Evidenz im Zusammenhang mit Lebensmitteln durch den Verbraucher","year":2025,"lang":"de","type":"dissertation","venue":"mediaTUM  (Technical University of Munich)","topic":"Consumer behavior in food and health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Goddard Space Flight Center; Technische Universität München; University of Alberta","keywords":"Interpretation (philosophy); Perspective (graphical); Context (archaeology); Empirical evidence","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001850203,0.000831019,0.001483579,0.0008147415,0.001385909,0.000131419,0.002239615,0.002381604,0.001563516],"category_scores_gemma":[0.0008256898,0.001030409,0.0009629385,0.001368465,0.0009980721,0.0004672095,0.0006579628,0.002442538,0.0003785231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637393,"about_ca_system_score_gemma":0.001927695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02263036,"about_ca_topic_score_gemma":0.1012243,"domain_scores_codex":[0.99331,0.001283459,0.001124425,0.001379181,0.001696439,0.001206523],"domain_scores_gemma":[0.9945922,0.001615124,0.001186005,0.001138429,0.0008412265,0.0006269822],"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":[0.01790489,0.007340229,0.04686182,0.01194626,0.02171826,0.001838964,0.3493683,0.0004833885,0.03146065,0.03429523,0.1722905,0.3044915],"study_design_scores_gemma":[0.01288356,0.001749733,0.1531721,0.01469277,0.04901608,0.00001029532,0.1570462,0.002313154,0.003604509,0.001926261,0.5956523,0.007932972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760403,0.04876432,0.00119587,0.00907216,0.01043268,0.004590368,0.0005598,0.000697377,0.04864708],"genre_scores_gemma":[0.9527938,0.008450442,0.001254077,0.0004858803,0.0003912997,0.000008303748,0.001075075,0.00009545132,0.03544565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4233618,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282215085711016,"score_gpt":0.3382204601997081,"score_spread":0.3099989516286065,"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."}}