{"id":"W4391320952","doi":"10.21203/rs.3.rs-3899576/v1","title":"Inflation, Price Hike, and Service Quality: A Comprehensive Analysis of Customer Perception in the Realm of Sustainable Entrepreneurship","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Realm; Service quality; Perception; Entrepreneurship; Business; Marketing; Quality (philosophy); Inflation (cosmology); Service (business); Economics; Psychology; Political science; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.008045271,0.0002040461,0.0006365358,0.002480998,0.0001347364,0.000344541,0.0003989392,0.0002284462,0.00009674567],"category_scores_gemma":[0.002884647,0.0001720236,0.0002123862,0.007775994,0.0001804925,0.0002526344,0.002118593,0.0009926046,0.00001458472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015434,"about_ca_system_score_gemma":0.0003450001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03405863,"about_ca_topic_score_gemma":0.003181383,"domain_scores_codex":[0.9958908,0.0006346018,0.0009954749,0.000619476,0.001435908,0.0004237445],"domain_scores_gemma":[0.9929305,0.001147261,0.0007760523,0.0007770352,0.004351147,0.00001796054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005734856,0.0003464157,0.879531,0.04208065,0.0008707308,0.0001168702,0.02256265,0.004874564,0.002782003,0.04215249,0.0004227166,0.003686481],"study_design_scores_gemma":[0.0001433767,0.000009457091,0.9155057,0.0003924268,0.0003580254,3.539249e-7,0.05188315,0.003915565,0.000007714995,0.026534,0.001089872,0.0001603531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912984,0.0002510445,0.000006916135,0.00242328,0.00003096203,0.001348783,0.00001297984,0.0000317555,0.004595867],"genre_scores_gemma":[0.9991226,0.00005496945,0.00001868908,0.0001180284,0.0001485198,0.00008801871,0.0001688453,0.00002238931,0.0002579547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168822,"threshold_uncertainty_score":0.9723737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051376328631483,"score_gpt":0.4049186088905317,"score_spread":0.2997809760273835,"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."}}