{"id":"W4406894088","doi":"10.1016/j.ribaf.2025.102786","title":"Leger’s most reputable companies in Canada: Do customer views influence stock returns?","year":2025,"lang":"en","type":"article","venue":"Research in International Business and Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Business; Accounting; Economics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00110861,0.0001624343,0.0003438929,0.00107201,0.005310225,0.004992035,0.001162703,0.001094853,0.007420048],"category_scores_gemma":[0.00781336,0.0002352484,0.0003174434,0.002604863,0.001303297,0.001250074,0.0008896294,0.002031954,0.0007397605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03093808,"about_ca_system_score_gemma":0.04710106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956862,"about_ca_topic_score_gemma":0.9983859,"domain_scores_codex":[0.9986989,0.0001170177,0.00003266944,0.0001272535,0.0004403361,0.0005837746],"domain_scores_gemma":[0.9885581,0.00113218,0.001728579,0.0001996908,0.004640658,0.003740906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003036136,0.0002002922,0.9023663,0.00005822304,0.0001314641,0.0004230241,0.01193905,0.0003724371,0.0002342449,0.004764764,0.04115892,0.03804777],"study_design_scores_gemma":[0.00002384933,0.00002876251,0.9495575,0.00009441043,0.00006379149,0.00007150416,0.02766278,0.0004029874,0.0002139773,0.0003672584,0.0214722,0.00004104322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572983,0.001745671,0.0001002192,0.01643869,0.00007631969,0.00002540558,0.002044504,0.00001676892,0.02225404],"genre_scores_gemma":[0.9884173,0.0005062274,0.00007035366,0.00100615,0.00001596854,0.000004617856,0.0004730586,0.00001272818,0.009493416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03093808,"threshold_uncertainty_score":0.2244725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064438006751373,"score_gpt":0.3089623404779996,"score_spread":0.2583179604104859,"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."}}