{"id":"W7132410169","doi":"","title":"Haier Laundry Dryers’ Consumer Insights: Introducing an Established Product to an Emerging Market","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Laundry; Product (mathematics); Emerging markets; New product development; Work (physics); Variety (cybernetics)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002988943,0.003498569,0.00261182,0.005477842,0.002887348,0.003147666,0.00296083,0.001670932,0.009214631],"category_scores_gemma":[0.002175044,0.003749111,0.0008534649,0.003980757,0.003670344,0.004917207,0.00143895,0.004026573,0.02608358],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00589666,"about_ca_system_score_gemma":0.009507673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262619,"about_ca_topic_score_gemma":0.0007443479,"domain_scores_codex":[0.9782532,0.002151013,0.003495546,0.009084881,0.004284286,0.002731061],"domain_scores_gemma":[0.98701,0.0001997295,0.001414501,0.006428215,0.00186949,0.003078087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002252076,0.003673847,0.001218194,0.003081805,0.004452369,0.007934663,0.00966167,0.006156106,0.1023013,0.01848423,0.8340111,0.006772651],"study_design_scores_gemma":[0.001229062,0.0004740465,0.001538577,0.005391124,0.001653072,0.002051049,0.001198902,0.001463763,0.004138902,0.0004182969,0.9758602,0.004583026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04188164,0.03385229,0.000603669,0.0004081423,0.05612544,0.005473954,0.000709599,0.002442935,0.8585023],"genre_scores_gemma":[0.2552695,0.0002947321,0.009978241,0.0008956619,0.03324286,0.001073121,0.001482326,0.004799326,0.6929643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2133878,"threshold_uncertainty_score":0.9996251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704223443233575,"score_gpt":0.2754289378225377,"score_spread":0.2583867033902019,"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."}}