{"id":"W7101470289","doi":"10.2139/ssrn.5653730","title":"<p>Product Recall Contagion in the Supply Chain</p>","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal; McGill University","funders":"","keywords":"Shareholder; Transparency (behavior); Voluntary disclosure; Recall; Information asymmetry; Revenue; Stock (firearms); Corporate governance","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009301508,0.0004449835,0.0004879494,0.0006294349,0.0004305552,0.0006907487,0.004540194,0.0002046175,0.00001134107],"category_scores_gemma":[0.0003504842,0.000335945,0.0003282559,0.001036853,0.0001247172,0.0005085836,0.001312167,0.005686563,0.00003504194],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315643,"about_ca_system_score_gemma":0.008009167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008778171,"about_ca_topic_score_gemma":0.00292554,"domain_scores_codex":[0.9934671,0.0006409364,0.0006799104,0.001077591,0.0009309577,0.003203512],"domain_scores_gemma":[0.9978651,0.0002293796,0.0004217112,0.001046075,0.0003324748,0.0001052209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000365557,0.0001779541,0.0004159652,0.00004518923,0.0001301145,0.00007392462,0.002798195,0.0002275997,0.001502667,0.6864068,0.001710818,0.3064742],"study_design_scores_gemma":[0.001198473,0.00039765,0.004154196,0.0007911203,0.0000684465,0.00114608,0.0006572019,0.006154496,0.0002984321,0.9281394,0.05597448,0.00102005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09786718,0.04160611,0.717864,0.0891262,0.008445112,0.002876712,0.00002808172,0.0003817877,0.04180484],"genre_scores_gemma":[0.979372,0.01324894,0.0007642592,0.001597008,0.0008751894,0.00006387942,0.00001147201,0.00001616976,0.00405111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8815048,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410396172001239,"score_gpt":0.2556597767420591,"score_spread":0.2415558150220468,"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."}}