{"id":"W4399749430","doi":"10.20944/preprints202406.1124.v1","title":"Narratives of Transparency: How Supply Chain Communication Shapes Brand Image in Marketing","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Transparency (behavior); Brand image; Business; Narrative; Supply chain; Marketing; Advertising; Image (mathematics); Computer science; Computer vision; Art; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002300684,0.0002999885,0.0004622909,0.0004928253,0.0001141542,0.0002514731,0.0006211411,0.0002347509,0.0004999061],"category_scores_gemma":[0.000285384,0.0003160572,0.000189175,0.0004819666,0.0001468525,0.0006338914,0.001721752,0.0008039176,0.000231765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006107036,"about_ca_system_score_gemma":0.00007981314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037417,"about_ca_topic_score_gemma":0.001542766,"domain_scores_codex":[0.99802,0.0001387956,0.0006283887,0.0006495619,0.0003167598,0.0002465049],"domain_scores_gemma":[0.9984595,0.00008151928,0.0006498658,0.000566992,0.0002300092,0.00001213073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002946051,0.0003294595,0.9423344,0.01168352,0.0002369547,0.00003730561,0.006780008,0.002849861,0.02582926,0.005575888,0.0003779113,0.003670908],"study_design_scores_gemma":[0.0005046559,0.000003184652,0.8921556,0.003126479,0.0001167497,0.000001393269,0.002084458,0.00572361,0.0009909762,0.09374899,0.001019977,0.000523955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799658,0.0007013093,0.0001142414,0.005358734,0.0003422665,0.0007081986,0.00001474809,0.0001369996,0.01265767],"genre_scores_gemma":[0.9981748,0.0002467085,0.0003126856,0.00005529333,0.0002608885,0.0001063264,0.0001735038,0.00004235074,0.0006274451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0881731,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700277446140912,"score_gpt":0.2957672803755291,"score_spread":0.2257395357614379,"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."}}