{"id":"W6892675790","doi":"10.5281/zenodo.11184099","title":"Strategy; Theory and Practice","year":2022,"lang":"en","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sore throat; Brand names; Customer service; Customer base","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001350204,0.000221015,0.0001754891,0.0003641999,0.002238659,0.002133566,0.0005442249,0.0001042245,0.07007453],"category_scores_gemma":[0.0005985583,0.0002380171,0.00004073389,0.0002339072,0.000157089,0.001496467,0.001204208,0.0004612005,0.003617042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007568589,"about_ca_system_score_gemma":0.000004270239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002873779,"about_ca_topic_score_gemma":2.292165e-7,"domain_scores_codex":[0.9986259,0.00005687574,0.0002679744,0.000429947,0.0003872083,0.0002321049],"domain_scores_gemma":[0.9984028,0.00004850242,0.0003526021,0.0003390415,0.0008380884,0.00001898276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001154496,0.00002267629,6.21415e-8,0.0001264359,0.00003935388,0.00001688976,0.00003703818,0.00001278301,0.00005529716,0.8320671,0.09691142,0.07059549],"study_design_scores_gemma":[0.0002255987,0.00004107954,0.000028712,0.00003234887,0.00005753278,0.0000748271,0.0003880566,0.00004904327,6.609657e-7,0.02311557,0.9757307,0.0002559137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004922211,0.000213148,0.0003269283,0.001241788,0.0001495654,0.0003273088,0.00005760078,0.0005083475,0.9971261],"genre_scores_gemma":[0.1890193,0.002846854,0.0004601415,0.01515032,0.01041887,5.903801e-7,0.04371454,0.02148014,0.7169092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8788192,"threshold_uncertainty_score":0.9990603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05072981755044162,"score_gpt":0.2409652656648397,"score_spread":0.1902354481143981,"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."}}