{"id":"W4402442179","doi":"10.69554/vntn7431","title":"Crossed signals: The negative effects of manufacturer warranty length on brand share in an independent retail channel","year":2024,"lang":"en","type":"article","venue":"Applied marketing analytics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Warranty; Business; Channel (broadcasting); Advertising; Marketing; Telecommunications; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00465081,0.0002868834,0.0005638591,0.001284237,0.0008510975,0.002955829,0.0008486398,0.001610766,0.008753696],"category_scores_gemma":[0.06146218,0.0003340164,0.0006431316,0.001084805,0.001693131,0.003620184,0.002229899,0.002283165,0.0006368934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680105,"about_ca_system_score_gemma":0.001157257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00982298,"about_ca_topic_score_gemma":0.009698931,"domain_scores_codex":[0.9957536,0.001645275,0.0001957523,0.0006578037,0.00120605,0.0005415147],"domain_scores_gemma":[0.820311,0.1329076,0.03254583,0.004764302,0.004681164,0.004790072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01117664,0.003583402,0.8692132,0.0002327721,0.0005422974,0.001769324,0.004889207,0.01448039,0.01610432,0.008163758,0.002184021,0.06766056],"study_design_scores_gemma":[0.0002089899,0.003575578,0.9549477,0.00007907496,0.0005703066,0.0003762704,0.004719736,0.02311393,0.00495347,0.005731018,0.001553932,0.0001699523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971281,0.00005806424,0.0004389418,0.0001928146,0.000008228141,0.00001178676,0.00005942182,0.00001281033,0.002089798],"genre_scores_gemma":[0.9989152,0.00002558753,0.0001318065,0.00004970202,0.00001155991,0.000005805672,0.00004056649,0.000005078257,0.0008146296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00982298,"threshold_uncertainty_score":0.029284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778422514719623,"score_gpt":0.2357067898169425,"score_spread":0.2079225646697462,"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."}}